{"id":"W4411660644","doi":"10.51847/g17ec2wl00","title":"10.51847/G17Ec2wL00","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":"Warfarin; Atrial fibrillation; Medicine; Adverse effect; Clinical trial; Internal medicine; Anesthesia","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":[0.001605438,0.00112342,0.0009011732,0.003949299,0.0007498908,0.002484822,0.001270467,0.003469464,0.9650984],"category_scores_gemma":[0.003185778,0.0004502677,0.0008020607,0.003768855,0.000887008,0.001880884,0.002754329,0.001109215,0.9562247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039361,"about_ca_system_score_gemma":0.001184734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981669,"about_ca_topic_score_gemma":0.003183597,"domain_scores_codex":[0.9990773,0.0002069104,0.000110488,0.0001598362,0.0003129278,0.0001325063],"domain_scores_gemma":[0.9973223,0.0008117328,0.000188475,0.000383743,0.0005887583,0.0007050537],"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":[0.0002910075,0.0001318737,0.0007546418,0.0005782261,0.00002342365,0.0001771324,0.00005313293,0.00007414051,0.0007418298,0.001873695,0.3813878,0.6139131],"study_design_scores_gemma":[0.0001401284,0.00008134205,0.001468996,0.0004125221,0.00001128695,0.0001902385,0.00003768656,0.0000643926,0.0001714752,0.0005869243,0.9968235,0.00001153839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001157128,0.001134528,0.0007694447,0.001515405,0.0003905599,0.0002620869,0.004509116,0.001613806,0.988648],"genre_scores_gemma":[0.002530454,0.0006636445,0.0009125735,0.001451676,0.0001555057,0.0001761145,0.003529792,0.0004904724,0.9900898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03490162,"threshold_uncertainty_score":0.04978281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521861869080708,"score_gpt":0.2580645577518074,"score_spread":0.2328459390610003,"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."}}