{"meta":{"query_hash":"eda21c49d719","filters":{"venue":"Clinical Pulmonary Medicine"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/eda21c49d719","api":"https://metacan.xera.ac/api/v1/cohort?venue=Clinical+Pulmonary+Medicine"},"results":[{"id":"W1996921017","doi":"10.1097/01.cpm.0000258388.64855.43","title":"Nonmalignant Asbestos-Related Disease: Diagnosis and Early Management","year":2007,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Asbestos; Asbestosis; Pleural disease; Intensive care medicine; Disease; Lung cancer; Medical diagnosis; Pathology; Lung; Respiratory disease; Internal medicine","score_opus":0.036180519854216775,"score_gpt":0.35249581827697557,"score_spread":0.3163152984227588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996921017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757313,0.006437948,0.00007094506,0.0051090103,0.00039683323,0.00057405105,0.000010211533,0.00007852289,0.011591161],"genre_scores_gemma":[0.98987,0.0035322316,0.0002112111,0.0020112162,0.0004847944,0.00003241769,0.000101085585,0.000026169097,0.0037308806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790883,0.00004144714,0.0008069558,0.00046999287,0.0004740245,0.00029875446],"domain_scores_gemma":[0.9981852,0.00037113897,0.00010916472,0.00031557947,0.000022908474,0.0009959795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007376432,0.00020007577,0.00040611508,0.000104927785,0.00008593071,0.000003953198,0.000081308535,0.00009626978,0.00065004063],"category_scores_gemma":[0.00013905711,0.00014312146,0.00012770618,0.00016996377,0.0006331224,0.0000696814,0.00010140737,0.00021471694,0.00013282253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009945305,0.00088939955,0.9123958,0.00013174284,0.000110973066,0.0026556256,0.000015028923,6.32005e-7,0.000018238612,0.00077090104,0.0019481896,0.08006899],"study_design_scores_gemma":[0.001571777,0.00071300985,0.9674514,0.00052698876,0.0005728615,0.000043105305,0.00005886625,0.000043640906,0.000004213575,0.0007847424,0.028078768,0.00015061349],"about_ca_topic_score_codex":0.000020816544,"about_ca_topic_score_gemma":7.9586107e-7,"teacher_disagreement_score":0.07991838,"about_ca_system_score_codex":0.00003934909,"about_ca_system_score_gemma":0.0000149262305,"threshold_uncertainty_score":0.7117489},"labels":[],"label_agreement":null},{"id":"W2001399552","doi":"10.1097/01.cpm.0000197326.22094.5b","title":"Quinolones Are Better for Pneumonia… But at What Cost?","year":2006,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Diarrhea; Pneumonia; Outbreak; Microbiology; Risk factor; Intensive care medicine; Virology; Antibiotics; Internal medicine; Biology","score_opus":0.09714486135243199,"score_gpt":0.39309225118148206,"score_spread":0.29594738982905006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001399552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91625285,0.006940385,0.000080457976,0.07080194,0.001361354,0.0016582535,0.00004801253,0.00015470678,0.0027020548],"genre_scores_gemma":[0.96046656,0.0035107373,0.00016486613,0.0050712437,0.00918211,0.00026251515,0.00060686097,0.00010498505,0.020630108],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995784,0.00013482786,0.0014477441,0.0009302377,0.00081850804,0.00088471593],"domain_scores_gemma":[0.9962019,0.0016436522,0.0002930371,0.0008920772,0.00040543254,0.0005639167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010880196,0.0004084469,0.0012220592,0.00020571216,0.00024183876,0.0000319569,0.00029698326,0.00044250116,0.0006698547],"category_scores_gemma":[0.00087473687,0.00030624823,0.00047144483,0.0003436413,0.0009120253,0.00017439453,0.00020817174,0.00069627166,0.00034552586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008963362,0.0039319475,0.28679377,0.0011770928,0.00037783486,0.00383149,0.000076371536,0.000009699216,0.10626194,0.00027631765,0.31607765,0.27222252],"study_design_scores_gemma":[0.011205991,0.0038982017,0.30464396,0.0019405321,0.0006851383,0.0008997271,0.000891527,0.0010384124,0.0131897675,0.0009477692,0.6598741,0.00078488234],"about_ca_topic_score_codex":0.00011246184,"about_ca_topic_score_gemma":0.000038882736,"teacher_disagreement_score":0.34379643,"about_ca_system_score_codex":0.00022183536,"about_ca_system_score_gemma":0.00012594575,"threshold_uncertainty_score":0.99993896},"labels":[],"label_agreement":null},{"id":"W2021217111","doi":"10.1097/cpm.0b013e318150c96d","title":"Outcome of Lung Cancer Patients Admitted to the Intensive Care Unit","year":2007,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Lung cancer; Emergency medicine; Intensive care unit; Mortality rate; Medical record; Mechanical ventilation; APACHE II; Retrospective cohort study; Intensive care medicine; Internal medicine","score_opus":0.07855887015423309,"score_gpt":0.4550700243322055,"score_spread":0.37651115417797243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021217111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671172,0.004012851,0.00004264469,0.022922419,0.001797779,0.0012293644,0.0000346533,0.000033284476,0.0028097995],"genre_scores_gemma":[0.9803148,0.0004032573,0.000042832136,0.017514205,0.0009896464,0.000052493397,0.00008565176,0.000027303231,0.00056984334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761593,0.00006385323,0.0011428166,0.00037323017,0.0004933395,0.0003108088],"domain_scores_gemma":[0.9965624,0.00079938106,0.00021638941,0.00053226494,0.0014535197,0.00043602174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006095572,0.00020579135,0.0007353285,0.00010126274,0.000061778075,0.0000018353433,0.00017715945,0.00012463403,0.00033307006],"category_scores_gemma":[0.0012932776,0.000107940024,0.00018283106,0.00039724502,0.00026184914,0.000025992844,0.000095885785,0.00034517373,0.000024849878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007446634,0.00031779078,0.95561373,0.00015796283,0.00018745386,0.00011817727,0.00063204265,0.0000020280806,0.000006851357,0.000027672319,0.011900322,0.030291311],"study_design_scores_gemma":[0.0028981173,0.0017988696,0.9568518,0.000882483,0.0006695588,0.0000064329033,0.0014648993,0.000023167619,0.00006538738,0.000006727311,0.03523156,0.00010103515],"about_ca_topic_score_codex":0.0005271024,"about_ca_topic_score_gemma":0.00019643595,"teacher_disagreement_score":0.030190276,"about_ca_system_score_codex":0.00018691688,"about_ca_system_score_gemma":0.00009247878,"threshold_uncertainty_score":0.44016665},"labels":[],"label_agreement":null},{"id":"W2319991349","doi":"10.1097/cpm.0b013e31828fc9d6","title":"Lung Viscoelasticity","year":2013,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Login; Personally identifiable information; World Wide Web; Logo (programming language); Internet privacy; Register (sociolinguistics); Medicine; Computer science; Computer security","score_opus":0.04191235355045556,"score_gpt":0.35375435470615346,"score_spread":0.3118420011556979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319991349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8741285,0.0024869863,0.008573902,0.024555936,0.0053439843,0.0014993296,0.0000033150916,0.00046217797,0.082945816],"genre_scores_gemma":[0.9845446,0.0006071077,0.00022387879,0.0043910067,0.0028438445,0.000027465781,0.000047149497,0.00003137618,0.0072835926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788356,0.00013365528,0.00078481284,0.00042586264,0.00047464776,0.00029744842],"domain_scores_gemma":[0.99807376,0.0004214821,0.000096338954,0.0005630304,0.00020006043,0.00064533006],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072009803,0.00019875183,0.00075439486,0.000106297455,0.00007745072,0.0000069643424,0.000096877506,0.00020940497,0.0078977095],"category_scores_gemma":[0.0010071257,0.00012466063,0.00045622102,0.00025982896,0.0004911937,0.000093854476,0.00005831697,0.00059050653,0.001362714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023316764,0.00050628925,0.6885608,0.00011298519,0.00038596752,0.00032771798,0.000039118106,0.0000035569483,0.0006428488,0.000191996,0.19085696,0.11813862],"study_design_scores_gemma":[0.0016904374,0.00048694923,0.85471636,0.00015514066,0.00034531223,0.00032077433,0.00010422466,0.0018844398,0.000015667783,0.00013510748,0.14000589,0.00013969647],"about_ca_topic_score_codex":0.00015160623,"about_ca_topic_score_gemma":0.0000011040352,"teacher_disagreement_score":0.16615559,"about_ca_system_score_codex":0.00004357643,"about_ca_system_score_gemma":0.00006531112,"threshold_uncertainty_score":0.99941486},"labels":[],"label_agreement":null},{"id":"W2978424476","doi":"10.1097/cpm.0000000000000323","title":"Time-limited Trials in the Intensive Care Unit to Promote Goal-Concordant Patient Care","year":2019,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Intensive care medicine; Intensive care unit; Observational study; Intensive care; Pneumonia","score_opus":0.22895973864067268,"score_gpt":0.48798175337108474,"score_spread":0.2590220147304121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978424476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727743,0.0075554727,0.000011303807,0.008370959,0.00085870037,0.0025878325,0.000042145948,0.000038169474,0.0077610924],"genre_scores_gemma":[0.98679864,0.00053204695,0.0002406804,0.010842341,0.0007435558,0.000056031306,0.0003326291,0.000034414163,0.00041966332],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99540234,0.000981033,0.0020615915,0.0005439613,0.0006487188,0.00036237543],"domain_scores_gemma":[0.9932345,0.0037200681,0.00043520637,0.0008201584,0.0014941897,0.00029587778],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021990673,0.00030624482,0.0020649189,0.00022363056,0.000034209,0.0000043293658,0.00030735388,0.0002178265,0.0003652896],"category_scores_gemma":[0.0146211665,0.0001689227,0.00034267927,0.00062411913,0.0003327796,0.000047599246,0.000119084674,0.00065690954,0.0003145893],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008290351,0.00063653936,0.57061785,0.0012711844,0.0003841311,0.002279308,0.10358898,0.000035290213,0.0041998485,0.00006944787,0.020550126,0.28807694],"study_design_scores_gemma":[0.010830789,0.02462065,0.12426998,0.01506531,0.0008586017,0.000101369034,0.31566203,0.00024836426,0.0011370035,0.00010815407,0.5065193,0.0005784744],"about_ca_topic_score_codex":0.00015127583,"about_ca_topic_score_gemma":0.000020581068,"teacher_disagreement_score":0.48596916,"about_ca_system_score_codex":0.000087437635,"about_ca_system_score_gemma":0.00017651274,"threshold_uncertainty_score":0.9936791},"labels":[],"label_agreement":null},{"id":"W4240218095","doi":"10.1097/cpm.0b013e31818cbafb","title":"Lymphangioleiomyomatosis","year":2008,"lang":"en","type":"article","venue":"Clinical Pulmonary Medicine","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Lymphangioleiomyomatosis; Tuberous sclerosis; Medicine; TSC1; TSC2; Pathogenesis; Progressive disease; Disease; Pathology; Sirolimus; Bioinformatics; Cancer research; Internal medicine; PI3K/AKT/mTOR pathway; Biology; Signal transduction; Genetics","score_opus":0.2973136616515728,"score_gpt":0.4409752597192725,"score_spread":0.14366159806769968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240218095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90580195,0.0019712257,0.00037543225,0.021214494,0.00065526704,0.0006010058,0.0000038518488,0.00033189604,0.069044895],"genre_scores_gemma":[0.9828957,0.0014552029,0.0010021948,0.0057401825,0.002264504,0.00003446103,0.000050655715,0.000054939486,0.0065021883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966637,0.00020561632,0.001068494,0.00061169127,0.0008820028,0.0005685107],"domain_scores_gemma":[0.997045,0.0008289058,0.00011816627,0.0008994884,0.00023809071,0.00087033864],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010828199,0.00024617373,0.00091944425,0.00022203407,0.00019772424,0.0000031111206,0.00028207505,0.00021552976,0.0021283086],"category_scores_gemma":[0.0011657301,0.00017784612,0.0002944938,0.000613182,0.0017286319,0.00008051445,0.00015761063,0.00046462138,0.0011166292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085276726,0.0014532323,0.7985471,0.00010876742,0.0001752469,0.003999495,0.00012152114,8.182193e-7,0.0051028384,0.0005096143,0.13383347,0.05529513],"study_design_scores_gemma":[0.003017691,0.0014282617,0.909368,0.00030578053,0.00009379769,0.0039148475,0.00005773327,0.0005599197,0.000106865555,0.00020359014,0.08074799,0.00019556022],"about_ca_topic_score_codex":0.00006757631,"about_ca_topic_score_gemma":0.0000013450003,"teacher_disagreement_score":0.11082085,"about_ca_system_score_codex":0.00007783381,"about_ca_system_score_gemma":0.00020111834,"threshold_uncertainty_score":0.9996611},"labels":[],"label_agreement":null}]}