{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b4df5a278317","filters":{"venue":"Journal of Bronchology"}},"results":[{"id":"W2084762654","doi":"10.1097/00128594-200310000-00006","title":"Modification of a Mucosal-Sparing Technique Using Electrocautery and Balloon Dilatation in the Endoscopic Management of Web-Like Benign Airway Stenosis","year":2003,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Muscular Dystrophy Canada; University of Calgary","funders":"","keywords":"Medicine; Airway; Balloon dilatation; Bronchoscopy; Stenosis; Surgery; Balloon; Flexible bronchoscopy; Radiology","authors":[{"name":"Alain Tremblay","is_ca":true},{"name":"Terrence D. Coulter","is_ca":true},{"name":"Atul C. Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02636338923561098,"gpt":0.2915427746444948,"spread":0.2651793854088838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005081783,0.0002412859,0.0002349718,0.0003150501,0.0001847338,0.0001784677,0.0002817193,0.0003025569,0.0007486184],"category_scores_gemma":[0.001054484,0.0001306887,0.0003212996,0.0001520338,0.0002967245,0.0002686949,0.0002510525,0.0003570796,0.000153588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000766531,"about_ca_system_score_gemma":0.0002122528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499402,"about_ca_topic_score_gemma":0.0005011346,"domain_scores_codex":[0.9996212,0.0001424865,0.00005415288,0.0000503205,0.00008765169,0.00004417368],"domain_scores_gemma":[0.999611,0.0001455498,0.000121756,0.00005303528,0.00001947141,0.00004928228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002028844,0.002836595,0.3043218,0.0006886271,0.0002570393,0.04484463,0.0005103842,0.001032126,0.1352227,0.0004417516,0.001317158,0.5064983],"study_design_scores_gemma":[0.0006913369,0.01369418,0.4379517,0.00008965178,0.0002245573,0.5189247,0.0002361643,0.002324366,0.01831909,0.0001676669,0.007303463,0.00007307186],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903908,0.00205241,0.005843784,0.0001471998,0.00004793081,0.0001290499,0.00001866911,0.00004781567,0.001322298],"genre_scores_gemma":[0.9769871,0.00110033,0.02076084,0.0002634347,0.0002355928,0.0001016941,0.00003834783,0.000008481408,0.0005040335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007486184,"threshold_uncertainty_score":0.002687514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975048736","doi":"10.1097/01.lab.0000185782.99433.02","title":"Tunneled Pleural Catheters for Palliation of Malignant Pleural Effusions","year":2005,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pleurodesis; Thoracoscopy; Malignant pleural effusion; Pleurectomy; Chest tube; Surgery; Pleural effusion; Pleural cavity; Pneumothorax; Mesothelioma; Pathology","authors":[{"name":"Ga tane Michaud","is_ca":true},{"name":"Patricia Barclay","is_ca":false},{"name":"Alain Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02884291067735399,"gpt":0.311148144916982,"spread":0.282305234239628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005571603,0.0004128524,0.0005880673,0.0007722512,0.0002613161,0.0008046313,0.0004604525,0.0008020225,0.00334763],"category_scores_gemma":[0.001388954,0.0001208228,0.0009168718,0.0004497641,0.000405859,0.0008137856,0.0005481192,0.001986553,0.001205591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457333,"about_ca_system_score_gemma":0.0003661954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599766,"about_ca_topic_score_gemma":0.0004081653,"domain_scores_codex":[0.9996467,0.0001329908,0.00003323967,0.0000566,0.00009690495,0.00003363663],"domain_scores_gemma":[0.9993457,0.0002621775,0.0001673038,0.00005227821,0.00005471738,0.0001179258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001176759,0.0004997691,0.00524495,0.003459477,0.00027385,0.01348784,0.0002417479,0.001166448,0.03192454,0.005285804,0.01526025,0.9219785],"study_design_scores_gemma":[0.001849237,0.01336526,0.03947922,0.003202207,0.0005198237,0.3104271,0.0002183821,0.008465743,0.03378351,0.005423582,0.583003,0.0002628899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07824925,0.7993589,0.08703057,0.004697776,0.003274136,0.0004404115,0.0004137682,0.001676094,0.02485915],"genre_scores_gemma":[0.7063603,0.2057405,0.0686115,0.006416323,0.004552582,0.000358579,0.0006294075,0.0001901305,0.007140621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00334763,"threshold_uncertainty_score":0.01119894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086483041","doi":"10.1097/01.laboratory.0000188644.81416.3c","title":"Use of Tunneled Pleural Catheters in Malignant Mesothelioma","year":2005,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Malignant pleural effusion; Mesothelioma; Pleurodesis; Pleural effusion; Surgery; Pleural disease; Radiology; Internal medicine; Lung; Respiratory disease; Pathology","authors":[{"name":"Alain Tremblay","is_ca":true},{"name":"Milan Patel","is_ca":true},{"name":"Ga tane Michaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03520988470284791,"gpt":0.2868400406849083,"spread":0.2516301559820603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006425165,0.0001339705,0.0001707267,0.0004699834,0.0002751694,0.0003898604,0.0001979306,0.0002654195,0.0008902895],"category_scores_gemma":[0.004352849,0.0001001898,0.0001928848,0.0005105092,0.0003380745,0.0003562112,0.0003266254,0.0002989091,0.000132742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077222,"about_ca_system_score_gemma":0.0002883647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003669226,"about_ca_topic_score_gemma":0.0005163665,"domain_scores_codex":[0.9993823,0.0002248288,0.00008264264,0.00007205861,0.0001674854,0.00007060142],"domain_scores_gemma":[0.9962113,0.001110724,0.001967447,0.0001898726,0.0001777662,0.0003428729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002436107,0.00006043513,0.9676141,0.000115504,0.00004200977,0.005170354,0.0001526873,0.000225273,0.002254041,0.00006000584,0.0001808417,0.02388114],"study_design_scores_gemma":[0.00003700041,0.001709374,0.8929818,0.0001390211,0.0001042594,0.09696282,0.000342959,0.001095558,0.003598235,0.0001219298,0.002891543,0.00001548869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959848,0.002864514,0.0005860127,0.00005829545,0.000008929681,0.00001339235,0.00005089102,0.00001320784,0.0004201053],"genre_scores_gemma":[0.9991684,0.0004890558,0.00023139,0.00001758092,0.00001289765,0.00000451903,0.00003585259,0.000001203416,0.0000390696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008902895,"threshold_uncertainty_score":0.003398001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005520449","doi":"10.1097/00128594-200401000-00005","title":"Perception of Discomfort by Patients, Physicians, and Respiratory Technicians During Flexible Bronchoscopy","year":2004,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Premedication; Midazolam; Bronchoscopy; Flexible bronchoscopy; Lorazepam; Visual analogue scale; Anesthesia; Respiratory therapist; Surgery; Intensive care medicine","authors":[{"name":"Mark Palayew","is_ca":false},{"name":"Esther Dajczman","is_ca":true},{"name":"William Klebansky","is_ca":false},{"name":"Pierre Kupfer","is_ca":false},{"name":"Harvey Kreisman","is_ca":false},{"name":"David S. Small","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006587136333893054,"gpt":0.2690111660483476,"spread":0.2624240297144546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001707763,0.0002638992,0.0003547213,0.0004393415,0.0002298775,0.0006357115,0.0001483478,0.0004741871,0.001604376],"category_scores_gemma":[0.01342523,0.0001545775,0.0004382778,0.0001919663,0.0002943941,0.00040249,0.0003949119,0.0003451408,0.0002102665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258806,"about_ca_system_score_gemma":0.0001408326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003919411,"about_ca_topic_score_gemma":0.0005246808,"domain_scores_codex":[0.9976627,0.001264923,0.0002365997,0.0001320428,0.0005397263,0.0001641686],"domain_scores_gemma":[0.99171,0.003823789,0.002998607,0.0002223318,0.0005882378,0.0006570382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00294083,0.0003098845,0.9474662,0.0002490137,0.0002684268,0.001058918,0.006567201,0.0003675365,0.01065973,0.0000553327,0.0003783827,0.02967856],"study_design_scores_gemma":[0.00007763964,0.004284037,0.9884109,0.00003305985,0.00006910183,0.002159677,0.003088416,0.0003933312,0.0006897348,0.00002293214,0.0007337463,0.00003751641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991409,0.0002452906,0.000180469,0.00002388115,0.000007730622,0.000009785786,0.00002859579,0.000003844751,0.0003596352],"genre_scores_gemma":[0.9994659,0.0001095541,0.0001983445,0.00004620387,0.00002070527,0.000012127,0.00004635008,0.000001243541,0.00009943868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707763,"threshold_uncertainty_score":0.009031594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243715931","doi":"10.1097/00128594-200404000-00023","title":"The Efficacy of Premixed Nitrous Oxide and Oxygen for Fiberoptic Bronchoscopy in Pediatric Patients. A Randomized Double-Blind Controlled Study","year":2004,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Sedation; Anesthesia; Bronchoscopy; Lidocaine; Endoscopy; Airway; Surgery","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01783758874036316,"gpt":0.3122141301400146,"spread":0.2943765413996514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002527816,0.001097577,0.003514615,0.0006237856,0.0004792226,0.0006033179,0.001007071,0.002136401,0.003654047],"category_scores_gemma":[0.003348078,0.0007741901,0.001931964,0.0005575694,0.001218889,0.000863491,0.0003204956,0.002226008,0.0004281421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007395571,"about_ca_system_score_gemma":0.0011891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000876235,"about_ca_topic_score_gemma":0.001500932,"domain_scores_codex":[0.9984807,0.0008016382,0.0001842193,0.0002189115,0.0001904414,0.0001240013],"domain_scores_gemma":[0.9978522,0.0007564893,0.0006960044,0.0001399535,0.0001400181,0.0004153373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9554374,0.01247176,0.0009372269,0.001708317,0.0009722484,0.00007273604,0.00006246138,0.000109276,0.002779966,0.00008849776,0.0004387255,0.02492133],"study_design_scores_gemma":[0.8277091,0.1675378,0.002929788,0.00006453585,0.0005412257,0.00004691078,0.00001756705,0.0001626251,0.0004365617,0.00003754591,0.0005022131,0.00001416894],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711713,0.02027647,0.0009242739,0.0005347744,0.0008033513,0.004684758,0.0005758398,0.00009823454,0.0009310692],"genre_scores_gemma":[0.9698516,0.01262919,0.003868412,0.001275881,0.001735951,0.008870098,0.0006520981,0.00002147297,0.001095176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003654047,"threshold_uncertainty_score":0.01336855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968998117","doi":"10.1097/01.laboratory.0000147033.75378.9d","title":"Management of a Penetrating Gunshot Wound of the Trachea and Bullet Extraction Using Bronchoscopy","year":2005,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Gunshot wound; Bronchoscopy; Flexible bronchoscopy; GUNSHOT INJURY; Extraction (chemistry); Surgery","authors":[{"name":"Xavier Bocca","is_ca":false},{"name":"Lucas Gil","is_ca":true},{"name":"Sergio Garrido","is_ca":false},{"name":"Victor Ikeda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0318354903443827,"gpt":0.3403309091567638,"spread":0.3084954188123811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005206111,0.002030391,0.001446961,0.002583572,0.003596544,0.001484114,0.001139239,0.007221857,0.002037691],"category_scores_gemma":[0.003654724,0.001110975,0.001437529,0.000895372,0.001333215,0.001971845,0.00191245,0.002905947,0.0007704558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088767,"about_ca_system_score_gemma":0.001069422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008406911,"about_ca_topic_score_gemma":0.001563823,"domain_scores_codex":[0.9991007,0.0001386236,0.00009464689,0.0001112281,0.0001787745,0.000376022],"domain_scores_gemma":[0.9989583,0.0001741211,0.0002114496,0.00006911891,0.00005210289,0.0005346984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006711631,0.00007281412,0.008555367,0.00002612021,0.00001118583,0.9883862,0.0001397051,0.00008397512,0.0009287604,0.0000835699,0.0001845303,0.001460624],"study_design_scores_gemma":[0.00002233906,0.0001821807,0.00407444,0.00002611905,0.00001031609,0.9943374,0.0001791815,0.0002802477,0.0003703908,0.0001443186,0.0003624691,0.00001074441],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801088,0.004810655,0.002458527,0.005091287,0.0004488118,0.0002099264,0.0000820514,0.0001664198,0.006623628],"genre_scores_gemma":[0.9942349,0.00167238,0.001182446,0.001002523,0.0007709872,0.00003371299,0.00008149194,0.00001406256,0.001007522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007221857,"threshold_uncertainty_score":0.007899582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047956263","doi":"10.1097/00128594-200501000-00002","title":"Thermodetection of Lung Cancer-Hot Stuff?","year":2005,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Lung cancer; Cancer; Confidence interval; Radiology; Bronchoscopy; Lymph; Pathology; Nuclear medicine; Internal medicine","authors":[{"name":"Alain Tremblay","is_ca":true},{"name":"Ga tane Michaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01408343468434897,"gpt":0.3408645506796835,"spread":0.3267811159953345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002790517,0.0003795835,0.0009720353,0.0009926561,0.000382244,0.001941576,0.0009221639,0.002462197,0.002936521],"category_scores_gemma":[0.006090905,0.0002572832,0.0004069077,0.0007045661,0.002191231,0.003195254,0.0005919918,0.002355589,0.001983353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007640531,"about_ca_system_score_gemma":0.0003534592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006859429,"about_ca_topic_score_gemma":0.001482179,"domain_scores_codex":[0.9987379,0.0004365711,0.0001083836,0.0001757094,0.0004190375,0.0001223994],"domain_scores_gemma":[0.9980531,0.0008299261,0.0003258475,0.0001670175,0.0004585604,0.0001656089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001164272,0.0002297253,0.1088456,0.002386616,0.000331844,0.004971623,0.001066198,0.0002465195,0.01362325,0.008695205,0.1340933,0.7243459],"study_design_scores_gemma":[0.0001879122,0.002343441,0.2565781,0.009896327,0.0007917423,0.09444135,0.009863553,0.003568663,0.02368147,0.08259074,0.5157175,0.0003391726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.08811795,0.6328712,0.01453691,0.2159307,0.02814873,0.00008316887,0.0002571694,0.0005682611,0.01948595],"genre_scores_gemma":[0.5903949,0.1922501,0.008654376,0.1376224,0.05967405,0.0000734424,0.0002879384,0.0002729463,0.01076991],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002936521,"threshold_uncertainty_score":0.01475781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003117072","doi":"10.1097/01.lab.0000143752.39969.d0","title":"A Grocery Store Item for Pleurodesis?","year":2004,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Pleurodesis; Malignant pleural effusion; Thoracentesis; Pleural effusion; Quality of life (healthcare); Intensive care medicine; Surgery; Nursing","authors":[{"name":"Richard W. Light","is_ca":false},{"name":"Öner Dikensoy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0296816484552494,"gpt":0.3048728225407289,"spread":0.2751911740854795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003253936,0.0004467216,0.0006092605,0.001040412,0.001665225,0.002011493,0.001045609,0.002715511,0.4564332],"category_scores_gemma":[0.001782743,0.0001733321,0.0005917913,0.001140203,0.0005177514,0.003711369,0.001565842,0.001586068,0.1420616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803614,"about_ca_system_score_gemma":0.0005980691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171802,"about_ca_topic_score_gemma":0.005603077,"domain_scores_codex":[0.9997074,0.0000586307,0.00001719661,0.00004477884,0.00009594671,0.00007601332],"domain_scores_gemma":[0.9992192,0.00006538792,0.0001036271,0.00002913311,0.0001234064,0.0004592378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001235795,0.0004287449,0.003373985,0.000562569,0.00001552216,0.001661255,0.0001901065,0.00002458147,0.0003028087,0.001361561,0.7349417,0.2570135],"study_design_scores_gemma":[0.00003342636,0.0001690136,0.004377111,0.0008246618,0.00001291564,0.003922973,0.001073383,0.00003456679,0.0001178334,0.001647471,0.9877637,0.00002293663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03379535,0.087138,0.002952072,0.2826376,0.0343993,0.0005412739,0.007509635,0.002077473,0.5489492],"genre_scores_gemma":[0.08333524,0.07315206,0.009079576,0.1605771,0.02210093,0.0002774398,0.005194898,0.0006948571,0.645588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4564332,"threshold_uncertainty_score":0.7753321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335698061","doi":"10.1097/01.laboratory.0000188334.80581.c5","title":"Bacterial Colonization of the Airways","year":2005,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Colonization; Respiratory tract; Medicine; Microbiology; Virulence; Colonisation; Respiratory system; Biology; Internal medicine","authors":[{"name":"Mark L. Metersky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01667268609874006,"gpt":0.3050074751488631,"spread":0.288334789050123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002081272,0.0003673496,0.0004402085,0.0003213704,0.0006107154,0.0007988228,0.0001975068,0.0009827685,0.004471731],"category_scores_gemma":[0.0004560302,0.0001331643,0.000250131,0.0002017807,0.0004532689,0.000327475,0.000632632,0.0007366998,0.001847888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312992,"about_ca_system_score_gemma":0.0003035493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095602,"about_ca_topic_score_gemma":0.001229947,"domain_scores_codex":[0.9995617,0.0001185065,0.00001975098,0.00004278969,0.0001345069,0.0001226633],"domain_scores_gemma":[0.9998304,0.00002778687,0.00003729279,0.000009592993,0.00004203475,0.00005284279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004288183,0.0002740592,0.03183443,0.003969218,0.0001109316,0.04189897,0.001208001,0.000396928,0.5365085,0.006626625,0.02134947,0.3553939],"study_design_scores_gemma":[0.00006839564,0.004354075,0.1799476,0.002602999,0.0001788334,0.2537086,0.002801629,0.001191552,0.1315644,0.005625584,0.4178503,0.0001060592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4040128,0.4851521,0.008817527,0.00673451,0.00193104,0.0001702554,0.000284872,0.0003268937,0.09257005],"genre_scores_gemma":[0.8355502,0.13846,0.003329076,0.001646449,0.0005272827,0.00004341359,0.0001675874,0.00002502737,0.020251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004471731,"threshold_uncertainty_score":0.01495939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019046005","doi":"10.1097/00128594-200207000-00025","title":"Pro/con clinical debate: the use of a protected specimen brush in the diagnosis of ventilator associated pneumonia.","year":2002,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care unit; Pneumonia; Ventilator-associated pneumonia; Mechanical ventilation; Intensive care medicine; Bronchoalveolar lavage; Intensive care; Respiratory failure; Etiology; Internal medicine; Lung","authors":[{"name":"Udaya B. S. Prakash","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1783496722070252,"gpt":0.3757389299440016,"spread":0.1973892577369764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0404834,0.001571638,0.001698094,0.001893213,0.003683731,0.005161917,0.006347944,0.0569539,0.003665115],"category_scores_gemma":[0.1812748,0.001358041,0.001723775,0.001345928,0.01160622,0.0118775,0.003361292,0.04433684,0.004816531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360131,"about_ca_system_score_gemma":0.00388201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303914,"about_ca_topic_score_gemma":0.004889288,"domain_scores_codex":[0.9713841,0.01267673,0.005098289,0.002508472,0.006998491,0.001333938],"domain_scores_gemma":[0.833761,0.09115994,0.01411126,0.004079925,0.04668428,0.01020357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003706508,0.00004801271,0.001807366,0.0007120181,0.00005108879,0.003041512,0.0008814556,0.00008707362,0.0005863392,0.00256707,0.9615725,0.02827493],"study_design_scores_gemma":[0.0003299767,0.0004205469,0.006450437,0.004232978,0.0001551498,0.0169384,0.006453351,0.001004864,0.001492379,0.01396952,0.9479885,0.0005637924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005161536,0.005425371,0.0004026903,0.9376311,0.05516107,0.00002132355,0.00002280591,0.00003212605,0.0007874574],"genre_scores_gemma":[0.007997893,0.004396308,0.001202111,0.8964566,0.08866394,0.00004724074,0.00002615678,0.00005668792,0.001153043],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0569539,"threshold_uncertainty_score":0.2140992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964248502","doi":"10.1097/00128594-200210000-00026","title":"12TH WORLD CONGRESS FOR BRONCHOLOGY AND 12TH WORLD CONGRESS FOR BRONCHOESOPHAGOLOGY","year":2002,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Banquet; Medicine; Tribute; CONTEST; Library science; Opening ceremony; Ceremony; Family medicine; Political science; Law; Art history; History; Archaeology","authors":[{"name":"John F. Beamis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05908211622065798,"gpt":0.3578464007394045,"spread":0.2987642845187465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001133992,0.0009261783,0.0007038151,0.001570195,0.001025598,0.002976051,0.0007972745,0.001983978,0.1241943],"category_scores_gemma":[0.001692665,0.0001804484,0.0006943978,0.0007791949,0.0005775685,0.001189142,0.001546509,0.003036225,0.08278482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853499,"about_ca_system_score_gemma":0.002506651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802992,"about_ca_topic_score_gemma":0.006801097,"domain_scores_codex":[0.9990757,0.0001273953,0.00005803828,0.0001428196,0.000395211,0.0002008863],"domain_scores_gemma":[0.998307,0.00007984771,0.0001180082,0.00005619263,0.0007275609,0.0007112902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005155843,0.00004312578,0.0008052835,0.0001751275,0.000009559167,0.0001184062,0.00003713426,0.00002981305,0.0004711359,0.0008930392,0.9405437,0.05682209],"study_design_scores_gemma":[0.000007216501,0.00001785948,0.002265771,0.0001382242,0.000004800949,0.0002044972,0.00003739748,0.00002461071,0.00009655369,0.0002006643,0.9969963,0.000006051832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005479062,0.1269397,0.0028514,0.06999368,0.1780494,0.0007687986,0.004357974,0.0007850145,0.6107751],"genre_scores_gemma":[0.01507154,0.06020423,0.002377715,0.01036512,0.03699494,0.0004760565,0.005276105,0.0002834988,0.8689508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8758057,"threshold_uncertainty_score":0.4154715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237312803","doi":"10.1097/00128594-200310000-00032","title":"List of Reviewers","year":2003,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Las vegas; Gerontology; Memphis; Library science; Medicine; History; Archaeology; Metropolitan area","authors":[{"name":"Udaya B. S. Prakash","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0162297062945325,"gpt":0.3074015495567447,"spread":0.2911718432622122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01896404,0.002245252,0.002930979,0.008580361,0.004808757,0.01522838,0.005799663,0.006403202,0.5863782],"category_scores_gemma":[0.1746545,0.001058632,0.001979381,0.005304956,0.00135088,0.007802123,0.005250248,0.004871977,0.4939997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005019418,"about_ca_system_score_gemma":0.02064873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355633,"about_ca_topic_score_gemma":0.00490912,"domain_scores_codex":[0.9789624,0.004449397,0.003319784,0.002878676,0.009028898,0.001360871],"domain_scores_gemma":[0.7202799,0.01466938,0.007379851,0.01232811,0.2281219,0.01722091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003324947,0.000007318811,0.00007384184,0.0004907401,0.000006092184,0.00004069915,0.00006092449,0.00001704245,0.00005482266,0.0005891459,0.9721884,0.02643771],"study_design_scores_gemma":[0.00002515162,0.00002334542,0.0001967338,0.001169885,0.00001508974,0.000209248,0.0001472738,0.00005100569,0.00009515223,0.0008785033,0.9971642,0.00002444233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0008912646,0.02120531,0.01704745,0.1670577,0.5205838,0.006239669,0.03423563,0.01011954,0.2226196],"genre_scores_gemma":[0.0108677,0.02816059,0.03208815,0.08717123,0.1262192,0.01139921,0.03431259,0.008283865,0.6614975],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5863782,"threshold_uncertainty_score":0.5899813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247409138","doi":"10.1097/00128594-200307000-00020","title":"Selection of Patients for Lung Volume Reduction LVRS Using a Power Law Analysis of the Computed Tomographic Scan","year":2003,"lang":"en","type":"article","venue":"Journal of Bronchology","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lung volume reduction surgery; Medicine; Emergency department; Nuclear medicine; Computed tomographic; Lung volumes; Lung; Radiology; Computed tomography; Internal medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008416216059634768,"gpt":0.232863025922149,"spread":0.2244468098625142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008204569,0.000244244,0.00048319,0.0008242846,0.0003271792,0.0003228536,0.0002663062,0.0003256509,0.002165421],"category_scores_gemma":[0.002737246,0.00008784,0.0004605348,0.0003256236,0.0002791864,0.0003521026,0.0002196384,0.0002176121,0.000625628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088369,"about_ca_system_score_gemma":0.0002541823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004501772,"about_ca_topic_score_gemma":0.000695751,"domain_scores_codex":[0.9995241,0.0001121739,0.00006883025,0.00008592752,0.0001367032,0.00007231491],"domain_scores_gemma":[0.9986524,0.0005072213,0.0003048814,0.00007907089,0.0002180708,0.0002383659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002432658,0.0002195207,0.9579474,0.00004192047,0.00004418746,0.003139898,0.0001637349,0.0002851329,0.004983267,0.00007411123,0.0009751103,0.02969308],"study_design_scores_gemma":[0.0003738806,0.005626048,0.9706438,0.00005491862,0.00009305895,0.01120986,0.0005800907,0.005116738,0.004177914,0.0002483783,0.001825807,0.00004971169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957637,0.0002605771,0.001807207,0.0003817432,0.00003813598,0.0002048662,0.0001102805,0.00003795873,0.001395594],"genre_scores_gemma":[0.9976605,0.00007160061,0.001575974,0.0001224603,0.00006624184,0.00007412943,0.0001305183,0.00001027509,0.0002882446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002165421,"threshold_uncertainty_score":0.007243991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}