{"id":"W4406577864","doi":"10.1016/s1544-8800(08)70418-4","title":"10.1016/s1544-8800(08)70418-4","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":"Atrial fibrillation; Medicine; Balloon; Cardiology; Ablation; Internal medicine","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":[0.0007960875,0.001977915,0.001236281,0.002190159,0.001527073,0.002170656,0.002189434,0.004342949,0.9859048],"category_scores_gemma":[0.001515734,0.0005318021,0.001096074,0.001610317,0.001069832,0.002939475,0.002539677,0.00213594,0.986723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008832083,"about_ca_system_score_gemma":0.001042584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691734,"about_ca_topic_score_gemma":0.003135712,"domain_scores_codex":[0.9994799,0.000042579,0.000049807,0.0001520184,0.0001372659,0.0001384151],"domain_scores_gemma":[0.9981859,0.0005065059,0.0001140988,0.000140915,0.0003251251,0.0007274838],"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":[0.0004095248,0.0002953142,0.00114095,0.0004426381,0.00003137306,0.0002613593,0.00007418532,0.0003637491,0.001292007,0.003019219,0.3330556,0.6596142],"study_design_scores_gemma":[0.0001105222,0.0001724267,0.001591921,0.0003786921,0.00001803809,0.0004705718,0.0001026952,0.000271331,0.0005086591,0.0007088881,0.9956404,0.00002589615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006439584,0.0005556234,0.0004474038,0.0006739454,0.0003364161,0.0001033947,0.0009015484,0.0006597568,0.995678],"genre_scores_gemma":[0.0008786775,0.0002264789,0.0003400293,0.0003584314,0.0001116205,0.00006075035,0.0004577677,0.0001199874,0.9974462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01409525,"threshold_uncertainty_score":0.02010518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231988989685215,"score_gpt":0.2452379735228957,"score_spread":0.2229180836260435,"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."}}