{"id":"W2749591670","doi":"10.1177/1559897715593731","title":"ADVICE and FreezeAF: PVI Complication Rates and Methodology Comparisons","year":2015,"lang":"en","type":"article","venue":"MD Conference Express","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pulmonary vein; Pulmonary vein stenosis; Ablation; Medicine; Radiofrequency ablation; Stenosis; Complication; Radiology; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03272058,0.0007130468,0.001799994,0.001590116,0.000295203,0.001704069,0.0009785146,0.001730567,0.009364313],"category_scores_gemma":[0.1204107,0.0003731443,0.005354832,0.001649561,0.0006782241,0.002141223,0.001353643,0.001916446,0.0007046785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042361,"about_ca_system_score_gemma":0.0005905151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007987936,"about_ca_topic_score_gemma":0.0007178365,"domain_scores_codex":[0.9559592,0.03473297,0.004041028,0.002204325,0.002252064,0.0008104817],"domain_scores_gemma":[0.8639042,0.1074261,0.01812201,0.006925147,0.002360291,0.001262127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5015373,0.001985591,0.2355358,0.008200857,0.07915661,0.0003065404,0.002435075,0.001202172,0.00175188,0.004605356,0.01021763,0.1530652],"study_design_scores_gemma":[0.1425017,0.1042287,0.624138,0.003120435,0.07005656,0.001752898,0.00293967,0.009668551,0.003097407,0.01808642,0.01972968,0.0006800633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363624,0.02985786,0.01109847,0.001669965,0.0009606765,0.002313064,0.009561353,0.0001904938,0.007985664],"genre_scores_gemma":[0.9864141,0.002075106,0.004518122,0.0006272662,0.0003013137,0.002166029,0.00248427,0.0000894132,0.001324423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03272058,"threshold_uncertainty_score":0.173045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4189273924420966,"score_gpt":0.4380425659618788,"score_spread":0.0191151735197822,"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."}}