{"id":"W4233970815","doi":"10.1136/sbmj.f5043","title":"Chronic obstructive pulmonary disease","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pulmonary disease; Medicine; Intensive care medicine; Cardiology; Internal 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":[0.001022533,0.0008382138,0.001849885,0.003245251,0.001743286,0.00156974,0.0007344511,0.002568178,0.2037924],"category_scores_gemma":[0.007436245,0.0003290388,0.001260303,0.005216034,0.0005988123,0.00135909,0.001685575,0.004568201,0.1009313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086877,"about_ca_system_score_gemma":0.004331212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006770235,"about_ca_topic_score_gemma":0.01386418,"domain_scores_codex":[0.9978992,0.000351972,0.000329705,0.000158317,0.0009283155,0.0003324412],"domain_scores_gemma":[0.9951813,0.0007433298,0.0006384627,0.0003174718,0.001902299,0.001217147],"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":[0.0000751667,0.0001404627,0.004578934,0.001067707,0.00004316312,0.0002018899,0.00005078889,0.00001854444,0.0002257737,0.001738081,0.9171561,0.0747034],"study_design_scores_gemma":[0.0001898513,0.0001185755,0.08234716,0.001835825,0.00006504817,0.0006186845,0.0000856107,0.00004092881,0.00008067892,0.001448401,0.9131466,0.00002271209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003799594,0.03874494,0.0005232939,0.06180032,0.01809475,0.001506517,0.03567763,0.0003934371,0.8394595],"genre_scores_gemma":[0.04939791,0.09215203,0.002450376,0.05523938,0.03110809,0.004829151,0.07500362,0.0002572719,0.6895622],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2037924,"threshold_uncertainty_score":0.6817534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917775051971063,"score_gpt":0.3067494275974592,"score_spread":0.2875716770777486,"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."}}