{"id":"W4405743862","doi":"10.1016/j.sger.2024.10.010","title":"10.1016/j.sger.2024.10.010","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Amiodarone; Medicine; Internal medicine; Atrial fibrillation","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":[0.0004455625,0.001187346,0.0005557744,0.001466523,0.0008088821,0.001842881,0.001146833,0.003260338,0.9601073],"category_scores_gemma":[0.0009411165,0.0004154896,0.0006191697,0.0008104379,0.0006875611,0.001789207,0.001201325,0.001193406,0.9687166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000562281,"about_ca_system_score_gemma":0.0006179137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283996,"about_ca_topic_score_gemma":0.002132744,"domain_scores_codex":[0.9998201,0.00001501107,0.00001316488,0.00004670976,0.00005379522,0.00005144154],"domain_scores_gemma":[0.9992416,0.0001456194,0.00005689467,0.00006340024,0.00013603,0.0003564558],"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":[0.0001878182,0.0001654445,0.001053967,0.0003081972,0.00002018931,0.0002013177,0.00004942183,0.000253853,0.0009239349,0.003935091,0.4143912,0.5785095],"study_design_scores_gemma":[0.00004683921,0.00006636731,0.001261907,0.0002352179,0.00001390059,0.000789563,0.00006949128,0.0002347571,0.0003826122,0.001459567,0.9954283,0.00001146277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008875929,0.001397857,0.001085259,0.001467341,0.0007067464,0.00004913039,0.001025997,0.0009300213,0.9924501],"genre_scores_gemma":[0.001778047,0.0003897797,0.0006425909,0.000500596,0.0001475496,0.00002448769,0.0006836599,0.0001696411,0.9956637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03989273,"threshold_uncertainty_score":0.05690217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004206430958189724,"score_gpt":0.1924784407375516,"score_spread":0.1882720097793619,"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."}}