{"id":"W4392633715","doi":"10.22541/au.171004747.74831834/v1","title":"One-year outcomes of Pulmonary Vein Isolation with a novel cryoballoon: Primary results of the FROZEN AF Trial","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cryoablation; Pulmonary vein; Atrial fibrillation; Surgery; Population; Cardiology; Ablation","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":[0.002713234,0.0007077418,0.001233519,0.0001966038,0.0002857036,0.001276542,0.0005012581,0.0009430117,0.001947989],"category_scores_gemma":[0.002341331,0.0002237344,0.001981173,0.0002797769,0.0005127855,0.0009360893,0.0004407503,0.001540778,0.0002863213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979888,"about_ca_system_score_gemma":0.000312264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003804459,"about_ca_topic_score_gemma":0.0004975387,"domain_scores_codex":[0.9991992,0.0003495439,0.00007978581,0.0001735926,0.00008049006,0.0001173262],"domain_scores_gemma":[0.998387,0.0004255841,0.0005784585,0.0001880857,0.0001202274,0.0003007547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8145379,0.003876691,0.1138129,0.002039091,0.01258908,0.0003011922,0.0002063303,0.001971586,0.002690832,0.0005579062,0.004727241,0.04268923],"study_design_scores_gemma":[0.293221,0.1113041,0.555145,0.0008352845,0.02346531,0.0009237644,0.0003269264,0.004379759,0.002111303,0.002583893,0.00551517,0.0001884678],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869408,0.008389371,0.0003327578,0.0004215822,0.0002161935,0.000260857,0.001527775,0.00001853908,0.001892072],"genre_scores_gemma":[0.9946374,0.001516464,0.0001863675,0.0003539233,0.0003172735,0.0002822147,0.002118537,0.00000755307,0.0005802437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002713234,"threshold_uncertainty_score":0.0143491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06463376775568408,"score_gpt":0.3117591681877187,"score_spread":0.2471254004320346,"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."}}