{"id":"W4406500736","doi":"10.1016/j.ymed.2016.08.105","title":"10.1016/j.ymed.2016.08.105","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Warfarin; Stroke (engine); Hemodialysis; Cardiology; Internal medicine; Meta-analysis","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":[0.0006102416,0.0006116859,0.0003502779,0.001176803,0.0006002262,0.001811926,0.0006509695,0.002325244,0.8095782],"category_scores_gemma":[0.002121951,0.0002614475,0.0004854887,0.0005739579,0.0005364773,0.001431765,0.0009625449,0.001373235,0.6436052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007571086,"about_ca_system_score_gemma":0.001191737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223423,"about_ca_topic_score_gemma":0.002331035,"domain_scores_codex":[0.9997035,0.00004608836,0.00003876656,0.00005971744,0.00007210035,0.00007992586],"domain_scores_gemma":[0.9989889,0.0002090129,0.0001690755,0.00004249222,0.0001614056,0.000429069],"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":[0.0003907915,0.0003773962,0.01832976,0.0005079187,0.00006224072,0.0004822455,0.0001193668,0.000180812,0.0002618092,0.003229798,0.3523041,0.6237538],"study_design_scores_gemma":[0.0002243562,0.0002623098,0.02488716,0.002942209,0.0001109648,0.005219161,0.000556327,0.0005213229,0.0004800826,0.007324338,0.9574232,0.00004854011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01319536,0.02790246,0.001736559,0.0321394,0.005814516,0.0001298209,0.006987424,0.001077533,0.911017],"genre_scores_gemma":[0.07082691,0.0140469,0.00224904,0.006282958,0.00384416,0.0001673846,0.003784549,0.0003340141,0.8984642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1904218,"threshold_uncertainty_score":0.2716135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124018800813589,"score_gpt":0.2457973922818735,"score_spread":0.2245572042737376,"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."}}