{"id":"W7097252566","doi":"","title":"ORIGINAL ARTICLE","year":2016,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exacerbation; COPD; Cohort; Natural history; Copd exacerbation; Pulmonary disease; Cohort study; Hazard ratio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001020467,0.0007071084,0.0005924628,0.001684953,0.002031232,0.006315893,0.001494916,0.002301981,0.4863631],"category_scores_gemma":[0.004204899,0.0002826486,0.0005842859,0.00181122,0.0009446965,0.002818924,0.002712836,0.002183082,0.2821769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441412,"about_ca_system_score_gemma":0.004349288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005082824,"about_ca_topic_score_gemma":0.005674738,"domain_scores_codex":[0.9987873,0.0001551016,0.00007020392,0.0002622325,0.0005516529,0.0001734478],"domain_scores_gemma":[0.9978834,0.0001991174,0.0000883649,0.0003325031,0.0009516525,0.000544945],"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":[0.00005894902,0.00005277069,0.000853286,0.000243165,0.00001070907,0.0002444499,0.0002485985,0.00007699995,0.0003267924,0.01918914,0.7787968,0.1998984],"study_design_scores_gemma":[0.000004842681,0.000008725012,0.0004743756,0.0001001638,0.000002152069,0.0001709419,0.00009674609,0.00002191304,0.00006333138,0.001528694,0.9975246,0.00000360963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002861537,0.01205428,0.002351001,0.02177249,0.03354697,0.0001937987,0.003724817,0.0008922979,0.9226029],"genre_scores_gemma":[0.01482861,0.01013456,0.001589726,0.005043196,0.006312083,0.00009412674,0.004016507,0.0004526338,0.9575285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5136369,"threshold_uncertainty_score":0.7326407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022881401583116,"score_gpt":0.3143461797528865,"score_spread":0.2941173657370553,"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."}}