{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002662717,0.00009635187,0.0002654714,0.00005901211,0.00004821957,0.00003810562,0.00005078574,0.00005584437,0.00004503314],"category_scores_gemma":[0.0001682163,0.00008248308,0.00001797552,0.00006247291,0.00009943876,0.00009206994,0.00008806537,0.00006856204,0.00001701227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009113378,"about_ca_system_score_gemma":0.00002668692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268858,"about_ca_topic_score_gemma":0.00001476542,"domain_scores_codex":[0.9993108,0.0001030124,0.0001621446,0.0002003528,0.0001056363,0.000118064],"domain_scores_gemma":[0.9993014,0.0001976936,0.0000708228,0.0001731485,0.000122393,0.0001345606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004544498,0.000018937,0.8590922,0.0001280724,0.000112845,0.00000598395,0.002067505,0.00001460812,0.01683093,0.06926521,0.03340416,0.01860508],"study_design_scores_gemma":[0.004785463,0.0003326101,0.5109526,0.00008755361,0.000261769,0.00003743832,0.003650718,0.01043036,0.004045663,0.004991814,0.4600274,0.0003965575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8526977,0.002776925,0.09027655,0.02150477,0.0004052318,0.001128645,0.00001449048,0.0003423957,0.03085329],"genre_scores_gemma":[0.9759036,0.0001118138,0.02222416,0.000257813,0.0001570483,0.000005727233,0.00002883495,0.0000075916,0.001303462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4266233,"threshold_uncertainty_score":0.3363563,"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."}}