{"id":"W4406411448","doi":"10.1016/j.ypdi.2016.03.003","title":"10.1016/j.ypdi.2016.03.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Asthma; Overlap syndrome; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006293406,0.0009577209,0.0005327318,0.001688957,0.0009663992,0.003354426,0.001047098,0.003265024,0.9098967],"category_scores_gemma":[0.001574867,0.0004057322,0.0005054055,0.0009013046,0.0007397619,0.002318329,0.001372773,0.001552828,0.8942992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000830762,"about_ca_system_score_gemma":0.001171982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194871,"about_ca_topic_score_gemma":0.002161249,"domain_scores_codex":[0.9997258,0.00002038492,0.0000226823,0.0000752557,0.00007690085,0.00007911822],"domain_scores_gemma":[0.9990066,0.0001414401,0.0001174932,0.00006067063,0.0001887151,0.0004850594],"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":[0.0002399302,0.0002180023,0.005419623,0.0004291793,0.00002869022,0.0003819525,0.0001590082,0.0001640317,0.0006534181,0.004593553,0.3949803,0.5927323],"study_design_scores_gemma":[0.00004634556,0.00007589455,0.004393307,0.000749925,0.00002631371,0.00214514,0.0003143196,0.0001682067,0.000330588,0.003292202,0.9884368,0.00002091326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005154263,0.01407037,0.002481474,0.01019304,0.003268358,0.0001031325,0.004420901,0.002131891,0.9581765],"genre_scores_gemma":[0.01379154,0.005132282,0.001804584,0.002188181,0.000852121,0.0000773748,0.002416108,0.0003306677,0.9734072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09010327,"threshold_uncertainty_score":0.1285213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009508056694352302,"score_gpt":0.2340771576069874,"score_spread":0.2245691009126351,"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."}}