{"id":"W4404136076","doi":"10.1016/j.cjca.2024.11.005","title":"A Primer on the Evolving Subspecialty of Onco-Electrophysiology","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Primer (cosmetics); Specialty; Electrophysiology; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002302138,0.0005507321,0.0006043616,0.002045531,0.0007997825,0.002660796,0.0008699566,0.002985434,0.01108514],"category_scores_gemma":[0.005783226,0.0002726496,0.0007609414,0.001586573,0.001554104,0.005558261,0.002138503,0.005933698,0.003584365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073551,"about_ca_system_score_gemma":0.002784977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008196681,"about_ca_topic_score_gemma":0.002308214,"domain_scores_codex":[0.9990784,0.0002969105,0.0001322714,0.0001203187,0.0002805171,0.00009158723],"domain_scores_gemma":[0.9954314,0.002897834,0.0003309959,0.00009839561,0.0008056256,0.0004357321],"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":[0.00006894755,0.00007569461,0.001275608,0.006267663,0.00003771088,0.001658331,0.001857724,0.0003879127,0.002242527,0.03337285,0.3989792,0.5537758],"study_design_scores_gemma":[0.000004392507,0.00003728628,0.0005275751,0.003201606,0.00001047129,0.003523496,0.0003492998,0.00006016883,0.0001274423,0.004690424,0.9874519,0.00001595432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001539071,0.8711916,0.005533681,0.07271861,0.02591085,0.00006558155,0.0001427069,0.0001361348,0.02276186],"genre_scores_gemma":[0.009235505,0.8856541,0.006092581,0.05223773,0.03386103,0.0001002281,0.0002718563,0.0001093637,0.01243768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01108514,"threshold_uncertainty_score":0.03708345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118152721417303,"score_gpt":0.3044567328069059,"score_spread":0.2732752055927329,"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."}}