{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"eda21c49d719","filters":{"venue":"Clinical Pulmonary Medicine"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Todd D. VanKerkhoff","is_ca":false},{"name":"Elizabeth M. Viglianti","is_ca":false},{"name":"Michael E. Detsky","is_ca":true},{"name":"Jacqueline M. Kruser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2289597386406727,"gpt":0.4879817533710847,"spread":0.2590220147304121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1645478,0.0008396595,0.001573121,0.001265594,0.002057938,0.005492621,0.00276066,0.004734246,0.006116586],"category_scores_gemma":[0.3352811,0.0005123546,0.002121392,0.00165014,0.006000686,0.008279135,0.005376575,0.005661841,0.0006790992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005228827,"about_ca_system_score_gemma":0.01664278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045992,"about_ca_topic_score_gemma":0.004576562,"domain_scores_codex":[0.8486882,0.1389178,0.005570178,0.00240715,0.003246239,0.001170455],"domain_scores_gemma":[0.6548394,0.2937299,0.0213996,0.01186581,0.01013415,0.008031133],"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":[0.007633925,0.004400597,0.008993208,0.02844943,0.002600263,0.0009385725,0.0144831,0.01346103,0.001062599,0.2312399,0.0336258,0.6531116],"study_design_scores_gemma":[0.02618441,0.02375144,0.01494365,0.06004468,0.002874047,0.0008924312,0.009802837,0.01390728,0.003085844,0.4983752,0.3456604,0.0004778207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1506511,0.1387251,0.2071957,0.3546881,0.01650003,0.04575162,0.001172515,0.0008741075,0.08444175],"genre_scores_gemma":[0.5417196,0.02714134,0.2969368,0.07343753,0.002174091,0.05556493,0.0003072924,0.0001272476,0.002591177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1645478,"threshold_uncertainty_score":0.8702223,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jerry Maniate","is_ca":true},{"name":"Sri Navaratnam","is_ca":true},{"name":"Mary Cheang","is_ca":false},{"name":"Sat Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07855887015423309,"gpt":0.4550700243322055,"spread":0.3765111541779724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004701895,0.0002682467,0.0004844583,0.0009624138,0.0004623578,0.0007784364,0.0002439398,0.000535658,0.001057982],"category_scores_gemma":[0.002693776,0.0001569382,0.0004064811,0.0008821372,0.0003052331,0.0005590908,0.0005245946,0.0006000195,0.0002132921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006381102,"about_ca_system_score_gemma":0.0004165819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792866,"about_ca_topic_score_gemma":0.003523932,"domain_scores_codex":[0.9994293,0.0001619564,0.00007135156,0.00006753601,0.00009688989,0.0001729331],"domain_scores_gemma":[0.9975104,0.0003132951,0.001088339,0.00005992483,0.0003072861,0.0007207983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008453393,0.00002708425,0.9984957,0.00001042603,0.00002182052,0.0001654523,0.00006020685,0.0000318056,0.00007522031,0.000006393135,0.0000908403,0.000930622],"study_design_scores_gemma":[0.000008706127,0.0003474756,0.9982575,0.00001139917,0.00001568918,0.0006978822,0.000224561,0.0002031318,0.00006951528,0.00001879607,0.0001398508,0.000005622584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990487,0.0003613302,0.00003515951,0.00007463014,0.00000857519,0.000007873404,0.0002036972,0.000002353955,0.0002577473],"genre_scores_gemma":[0.9992326,0.0001236039,0.00004001356,0.0000490814,0.00002793919,0.000008216886,0.0004566764,0.000001035871,0.00006072256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002792866,"threshold_uncertainty_score":0.005553305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Tee L. Guidotti","is_ca":false},{"name":"Albert Miller","is_ca":false},{"name":"David C. Christiani","is_ca":false},{"name":"Gregory R. Wagner","is_ca":false},{"name":"John R. Balmes","is_ca":true},{"name":"Philip Harber","is_ca":false},{"name":"Carl A. Brodkin","is_ca":false},{"name":"William N. Rom","is_ca":false},{"name":"Gunnar Hillerdal","is_ca":false},{"name":"Michael Harbut","is_ca":false},{"name":"Francis H. Y. Green","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03618051985421677,"gpt":0.3524958182769756,"spread":0.3163152984227588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002902849,0.0009437033,0.0011517,0.002345387,0.0008528522,0.001904588,0.0009134875,0.004061237,0.003238286],"category_scores_gemma":[0.00639236,0.0004081139,0.0004953043,0.0009215746,0.0009986013,0.002648505,0.001863374,0.005450123,0.001875141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818761,"about_ca_system_score_gemma":0.004144188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031204,"about_ca_topic_score_gemma":0.009499051,"domain_scores_codex":[0.998372,0.0004496542,0.0003756208,0.0001268127,0.0005152639,0.0001607569],"domain_scores_gemma":[0.9963977,0.0006875693,0.0004909495,0.0000733117,0.001584142,0.0007663966],"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":[0.00006519697,0.000176601,0.009946995,0.001937876,0.00002924221,0.003994696,0.0004847836,0.0003685348,0.0008718269,0.003646265,0.5622766,0.4162014],"study_design_scores_gemma":[0.00005902498,0.0004820118,0.04466943,0.009088055,0.00007070133,0.03728504,0.002073905,0.0008050837,0.0006794462,0.0107236,0.8939552,0.0001085335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005061175,0.5145729,0.01211845,0.3981991,0.04818527,0.0004365167,0.0003867243,0.0002700883,0.02076988],"genre_scores_gemma":[0.0500644,0.7403918,0.02544766,0.0621596,0.1011613,0.0004815228,0.001497646,0.00007062704,0.01872543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004061237,"threshold_uncertainty_score":0.01535195,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jacopo P. Mortola","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04191235355045556,"gpt":0.3537543547061535,"spread":0.3118420011556979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004734427,0.0002474885,0.0003578364,0.001169966,0.0002910061,0.0008404781,0.0003279421,0.0003900755,0.005112138],"category_scores_gemma":[0.001406388,0.0001422161,0.0002866873,0.0005467797,0.0004890931,0.0005463981,0.0003578192,0.0005429589,0.0009805565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725511,"about_ca_system_score_gemma":0.0001304448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004417018,"about_ca_topic_score_gemma":0.0003108662,"domain_scores_codex":[0.9996986,0.00005102042,0.00002425665,0.00007565099,0.0001127115,0.0000376159],"domain_scores_gemma":[0.9993283,0.0002689882,0.0001725746,0.00008079895,0.0001033871,0.00004600564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006795186,0.0001328581,0.1108069,0.0008640153,0.0002302502,0.00144455,0.001260144,0.001459453,0.6107917,0.004761738,0.00197103,0.2655979],"study_design_scores_gemma":[0.00003950229,0.001491262,0.8097264,0.0003205851,0.0002635633,0.017417,0.0007257435,0.003989714,0.1213338,0.006558861,0.03799798,0.0001356321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9005542,0.0459956,0.02382189,0.0005746518,0.0001896926,0.0001293189,0.001771934,0.0003525692,0.0266102],"genre_scores_gemma":[0.9889047,0.004788953,0.00195074,0.0001047454,0.00009977646,0.000039075,0.0003446923,0.0000274237,0.003739994],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005112138,"threshold_uncertainty_score":0.01710182,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Cory Yamashita","is_ca":true},{"name":"David A. Lynch","is_ca":false},{"name":"Gregory P. Downey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2973136616515728,"gpt":0.4409752597192725,"spread":0.1436615980676997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063819,0.0003653874,0.0002624529,0.0006452408,0.000336516,0.0004208261,0.0002872216,0.0009088217,0.01643098],"category_scores_gemma":[0.000702561,0.000129361,0.0001477425,0.0004000602,0.0001758022,0.0004860849,0.000307731,0.0009533445,0.006710023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809244,"about_ca_system_score_gemma":0.0002754729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005885479,"about_ca_topic_score_gemma":0.001111519,"domain_scores_codex":[0.9998984,0.00001485077,0.00001298523,0.00001933712,0.00002488032,0.00002943881],"domain_scores_gemma":[0.9997988,0.00004235045,0.00003521008,0.00001454725,0.0000469997,0.000062189],"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":[0.0004007508,0.00008809347,0.01523109,0.001355236,0.00008752321,0.1683252,0.0002268046,0.0001860423,0.02663875,0.004502852,0.3191924,0.4637652],"study_design_scores_gemma":[0.00003496344,0.00007744021,0.007233593,0.0002649844,0.00004684568,0.2714688,0.0000717185,0.0001845263,0.003193087,0.001168432,0.7162337,0.0000219352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1445474,0.2712453,0.01973924,0.07087098,0.04216022,0.0006375209,0.00460577,0.003434798,0.4427588],"genre_scores_gemma":[0.5452324,0.09097128,0.01273593,0.02634764,0.01792327,0.0002437178,0.004251156,0.0002866165,0.3020079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01643098,"threshold_uncertainty_score":0.05496711,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Diarrhea; Pneumonia; Outbreak; Microbiology; Risk factor; Intensive care medicine; Virology; Antibiotics; Internal medicine; Biology","authors":[{"name":"Peter Spiegler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09714486135243199,"gpt":0.3930922511814821,"spread":0.2959473898290501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002195958,0.0007947137,0.002016457,0.001062697,0.0007166413,0.002487138,0.001004676,0.00335458,0.02228344],"category_scores_gemma":[0.0139869,0.0002687274,0.001548229,0.001141395,0.001560604,0.00361618,0.000537501,0.005818544,0.009272923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214268,"about_ca_system_score_gemma":0.003504728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746041,"about_ca_topic_score_gemma":0.03760875,"domain_scores_codex":[0.9984196,0.0004187622,0.0002558224,0.0001334273,0.0005641832,0.0002082745],"domain_scores_gemma":[0.9858679,0.002741491,0.001708031,0.000422954,0.007596337,0.001663309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007518791,0.00007806343,0.002414736,0.002816303,0.0003606489,0.0005712433,0.00008413393,0.000134873,0.001183257,0.003471809,0.7318473,0.2562858],"study_design_scores_gemma":[0.0003508079,0.0004377369,0.008998399,0.006560368,0.000489369,0.002169024,0.0006073059,0.0001332375,0.0004139018,0.008095825,0.9716145,0.0001295878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001363495,0.2677419,0.0005330156,0.6848018,0.03502638,0.00004121201,0.000735246,0.0001579022,0.009599146],"genre_scores_gemma":[0.02606775,0.4034519,0.002452593,0.4005646,0.1326845,0.00007952932,0.000623763,0.0001662656,0.03390915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02228344,"threshold_uncertainty_score":0.0745455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}