{"id":"W4406544765","doi":"10.1016/s1544-8800(06)70941-1","title":"10.1016/s1544-8800(06)70941-1","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":false,"ca_institutions":"","funders":"","keywords":"Cardiology; Medicine; Internal medicine; Carry (investment); Stroke (engine); Business; Finance","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":[0.000791093,0.001865895,0.001258693,0.002131304,0.00149715,0.002139076,0.002078155,0.004364678,0.9849926],"category_scores_gemma":[0.001606001,0.000507889,0.001056364,0.001512397,0.0009573408,0.002876559,0.002410483,0.002103123,0.9851983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008680679,"about_ca_system_score_gemma":0.001099744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003630848,"about_ca_topic_score_gemma":0.003230021,"domain_scores_codex":[0.999443,0.00004688745,0.00005505847,0.0001569761,0.0001496634,0.0001484178],"domain_scores_gemma":[0.9981693,0.0004943761,0.0001117781,0.000136825,0.0003432234,0.0007445769],"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":[0.0003828823,0.0002740263,0.001094603,0.0004208911,0.00002904279,0.0002509356,0.00006699947,0.0003355118,0.001142412,0.002745766,0.3331874,0.6600695],"study_design_scores_gemma":[0.0001026481,0.0001659521,0.001536938,0.0003787384,0.00001730554,0.0004838503,0.00009390388,0.0002527156,0.0004667704,0.0006691021,0.9958073,0.00002476395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006612198,0.000611547,0.0004475714,0.0008037637,0.0003869376,0.0001092154,0.0009408374,0.0006134214,0.9954255],"genre_scores_gemma":[0.0008517618,0.0002609012,0.0003399782,0.0003931476,0.0001240016,0.00006120301,0.0004701889,0.0001179524,0.9973808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01500738,"threshold_uncertainty_score":0.02140611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245507031291591,"score_gpt":0.2455833924213688,"score_spread":0.2231283221084528,"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."}}