{"id":"W2569849089","doi":"10.1016/j.jtho.2016.11.090","title":"SC13.02 Increased Risk for Lung Cancer in COPD","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; COPD; Lung cancer; Pulmonary function testing; Vital capacity; Internal medicine; Diffusing capacity; Lung cancer screening; Lung volumes; Air trapping; Lung; Cancer; Physical therapy; Lung function","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":[0.0005379813,0.0005925642,0.0005691924,0.0007717667,0.0008027848,0.001337438,0.0007600011,0.001491975,0.01585399],"category_scores_gemma":[0.002138724,0.0004122214,0.001484549,0.001481308,0.0004184421,0.0004436175,0.0005773033,0.001690372,0.001480272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003526381,"about_ca_system_score_gemma":0.0007161064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007320398,"about_ca_topic_score_gemma":0.006711402,"domain_scores_codex":[0.9994136,0.0001267914,0.0000522676,0.0001264714,0.0001018894,0.0001789622],"domain_scores_gemma":[0.9977041,0.0005179899,0.0005779548,0.0001945189,0.0002935459,0.0007120011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002550202,0.0002153718,0.9828672,0.00009721985,0.000690455,0.0007382027,0.00008067453,0.0001115791,0.003779683,0.0002373758,0.003025896,0.005605973],"study_design_scores_gemma":[0.00008463605,0.0002898253,0.9945403,0.00004509009,0.0003814489,0.001016892,0.0001488029,0.0004476687,0.0004940538,0.0003179446,0.002216205,0.0000172734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859087,0.00204123,0.0003426916,0.001149109,0.000379926,0.00002470367,0.00516568,0.00006306752,0.004924809],"genre_scores_gemma":[0.9866977,0.0005813668,0.000272549,0.0004732985,0.0003174052,0.00003013985,0.003272486,0.00005539671,0.008299624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585399,"threshold_uncertainty_score":0.05303693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084910455215852,"score_gpt":0.4633472364825672,"score_spread":0.4324981319304087,"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."}}