{"id":"W2333809942","doi":"10.1513/pats.201108-044tt","title":"Clinical Year in Review II: Lung Cancer, Sleep Apnea, Interventional Pulmonary/Pleural Disease, Cystic Fibrosis","year":2011,"lang":"en","type":"review","venue":"Proceedings of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sleep apnea; Cystic fibrosis; Disease; Lung cancer; Cancer; Lung; Pulmonary fibrosis; Internal medicine; Radiology; Pathology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314325,0.001416922,0.004516871,0.005987213,0.0004917954,0.00340055,0.001518462,0.001968398,0.01413525],"category_scores_gemma":[0.003646723,0.0005441644,0.001502683,0.007452551,0.0008986283,0.002733221,0.001697092,0.002448746,0.004602019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117439,"about_ca_system_score_gemma":0.004239562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003116903,"about_ca_topic_score_gemma":0.008709881,"domain_scores_codex":[0.9993061,0.0000938122,0.0001814021,0.0001023441,0.0002361263,0.00008017253],"domain_scores_gemma":[0.9983663,0.0005229164,0.0003777051,0.00003083829,0.0004928327,0.0002093976],"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":[0.000193113,0.00008299532,0.0005021332,0.1762643,0.0005506696,0.0003344313,0.000100953,0.0002132411,0.001021956,0.001172897,0.2552992,0.5642641],"study_design_scores_gemma":[0.0002130802,0.0002477463,0.002881656,0.05140856,0.001533095,0.002025534,0.0002101425,0.00009180655,0.0001734225,0.000844398,0.9403211,0.00004939649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006837148,0.9962074,0.00003998169,0.000483424,0.002317419,0.00003503846,0.00008106077,0.000007852945,0.0007594264],"genre_scores_gemma":[0.0004366459,0.995716,0.0001237788,0.001090158,0.001583123,0.00002578429,0.0001244638,0.000003182485,0.0008968514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01413525,"threshold_uncertainty_score":0.04728711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06457597045020715,"score_gpt":0.4311023786328787,"score_spread":0.3665264081826716,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}