{"id":"W3002032349","doi":"10.33963/kp.15153","title":"Cryoballoon in persistent atrial fibrillation: a standardized or individualized approach?","year":2020,"lang":"en","type":"letter","venue":"Kardiologia Polska","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center; University of Toronto","funders":"","keywords":"Medicine; Atrial fibrillation; 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":[0.004352793,0.000529264,0.001686521,0.001164518,0.001876199,0.004165661,0.001706605,0.01748715,0.004465935],"category_scores_gemma":[0.02435825,0.0004006191,0.00128628,0.0007143762,0.003000222,0.004968658,0.001746158,0.02041452,0.002210419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021701,"about_ca_system_score_gemma":0.005520396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813486,"about_ca_topic_score_gemma":0.003528438,"domain_scores_codex":[0.9963136,0.001316054,0.0007405565,0.0003779512,0.0007259195,0.0005259652],"domain_scores_gemma":[0.9919551,0.003929556,0.0007820589,0.0003886043,0.00116845,0.001776243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006319882,0.0006319279,0.01525869,0.0007009612,0.0002563329,0.02198509,0.0006493824,0.001290195,0.001004682,0.02711262,0.7217901,0.208688],"study_design_scores_gemma":[0.002286022,0.001222334,0.03265507,0.01229567,0.0006774994,0.08046902,0.004331148,0.005460908,0.001266642,0.1674102,0.6912763,0.0006493179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003363029,0.01867714,0.001167748,0.9542455,0.01301538,0.0000258944,0.00005188805,0.00005653155,0.009396944],"genre_scores_gemma":[0.09307869,0.03398506,0.004322418,0.5907778,0.2744863,0.000238876,0.000227194,0.00007523553,0.002808372],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01748715,"threshold_uncertainty_score":0.02302003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105334122293273,"score_gpt":0.3306935651657622,"score_spread":0.2201601529364349,"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."}}