{"id":"W4403781905","doi":"10.1714/0000.43289","title":"10.1714/0000.43289","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Edoxaban; Atrial fibrillation; Cohort; Cardiology; Internal medicine; Rivaroxaban; Warfarin","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":[0.0009962389,0.001100433,0.0007057357,0.001672632,0.0009349154,0.00238708,0.0009404895,0.001989897,0.9584426],"category_scores_gemma":[0.002635675,0.0004357469,0.0005615577,0.001449138,0.001060025,0.001673255,0.002747007,0.001132237,0.9474955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749221,"about_ca_system_score_gemma":0.001118013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243317,"about_ca_topic_score_gemma":0.00131044,"domain_scores_codex":[0.9991336,0.0001547569,0.00008579637,0.0002380604,0.0002237638,0.000163991],"domain_scores_gemma":[0.99782,0.0004914583,0.0001717271,0.0002301621,0.00047894,0.0008077421],"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":[0.0002618469,0.0003452578,0.004046072,0.0003429775,0.00002469961,0.0003450944,0.00006475832,0.000171616,0.0007079338,0.002043408,0.4026422,0.5890042],"study_design_scores_gemma":[0.0000873549,0.00009352367,0.003755291,0.0003609801,0.00000756188,0.0004953327,0.00005126522,0.0002273439,0.0001701489,0.001115517,0.9936157,0.00001988475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002550736,0.0008036396,0.0005071639,0.001696451,0.001107736,0.0002413636,0.002757439,0.0008839859,0.9894516],"genre_scores_gemma":[0.005248923,0.0004410392,0.0004716167,0.001070045,0.0003632419,0.0001258795,0.001560365,0.0004551946,0.9902637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04155737,"threshold_uncertainty_score":0.05927652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479307667619843,"score_gpt":0.2575620760756544,"score_spread":0.232768999399456,"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."}}