{"id":"W3107206712","doi":"10.26443/mjm.v18i1.197","title":"Approach to: Chronic obstructive pulmonary disease (COPD)","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; COPD; Pulmonary disease; Intensive care medicine; Cause of death; Pulmonary function testing; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005931049,0.0009803388,0.0007999745,0.00123696,0.0005589774,0.002163264,0.00121692,0.002903392,0.1009649],"category_scores_gemma":[0.003245001,0.0001498267,0.0007711044,0.0005578532,0.0006498809,0.00169155,0.00219667,0.003693002,0.07940663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009035966,"about_ca_system_score_gemma":0.002223327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092388,"about_ca_topic_score_gemma":0.002231915,"domain_scores_codex":[0.9993957,0.0001356025,0.00006206016,0.0001122929,0.0002264613,0.00006785187],"domain_scores_gemma":[0.999194,0.0001408456,0.00007877423,0.00004072048,0.0003183466,0.0002273498],"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":[0.00007441328,0.00006618946,0.0006301948,0.001691639,0.00003058768,0.0007881519,0.0001357898,0.0000734139,0.0009222403,0.004134042,0.7052509,0.2862023],"study_design_scores_gemma":[0.0000310426,0.00006018069,0.001032879,0.00151549,0.00002202077,0.002706679,0.00009869129,0.00005484591,0.0001780631,0.003048332,0.9912417,0.00001008825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003041332,0.2741715,0.01983183,0.1870015,0.118799,0.001598045,0.002098263,0.002156882,0.3913016],"genre_scores_gemma":[0.02048208,0.2605825,0.01469412,0.1764334,0.09339781,0.0008735671,0.001815728,0.000350523,0.4313702],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1009649,"threshold_uncertainty_score":0.3377612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041929035411328,"score_gpt":0.3049192567925895,"score_spread":0.2629902213812615,"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."}}