{"id":"W2149215944","doi":"10.1161/circep.112.973651","title":"Catheter Cryoablation","year":2013,"lang":"en","type":"review","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Cryoablation; Catheter; Medicine; Surgery; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005939543,0.0003002345,0.00120895,0.0002633656,0.0000954509,0.0000279394,0.00003507403,0.0003382787,0.0002803054],"category_scores_gemma":[0.00004382996,0.0002300079,0.0003567749,0.0002169674,0.00005428197,0.00008739664,0.00003263821,0.0002109935,0.0004305995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008297558,"about_ca_system_score_gemma":0.00007972225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004697096,"about_ca_topic_score_gemma":1.991049e-7,"domain_scores_codex":[0.9986811,0.0001017581,0.0004579355,0.0003961127,0.0001085334,0.0002545338],"domain_scores_gemma":[0.9992279,0.00009505582,0.0002686273,0.0002591408,0.00006148322,0.00008779946],"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":[0.00001237704,0.00000245231,0.00003459665,0.002590945,0.0001789901,0.000005424599,0.00001331207,0.000004566499,0.0001154298,0.002455338,0.0001521039,0.9944345],"study_design_scores_gemma":[0.0002631605,0.000122632,0.001203035,0.0004300987,0.000776348,0.0001282892,0.000001666214,0.0002683625,9.608243e-7,0.000634426,0.9959381,0.0002329281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007231614,0.996574,0.0002808805,0.0002086933,0.0001956062,0.001168344,0.000001767467,0.0000907354,0.0007568197],"genre_scores_gemma":[0.001204046,0.9946377,0.0002114414,0.00008684329,0.002053772,0.00003034646,0.0003942963,0.00004521983,0.001336393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.995786,"threshold_uncertainty_score":0.9379451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08381097833668738,"score_gpt":0.358935239877756,"score_spread":0.2751242615410686,"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."}}