{"id":"W4410313844","doi":"10.1097/aln.0000000000005455","title":"Cardiac Events after Electroconvulsive Therapy: Comment","year":2025,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Electroconvulsive therapy; Anesthesia; Electroconvulsive Shock","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001542025,0.000225231,0.0005721293,0.0001485408,0.00008842502,0.000004301808,0.0001003481,0.0001317845,0.000109707],"category_scores_gemma":[0.00003448802,0.0001758469,0.0001703587,0.0002104419,0.0001125775,0.0000298603,0.00003780913,0.0002289405,0.00009540365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009870855,"about_ca_system_score_gemma":0.0001053889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002911487,"about_ca_topic_score_gemma":0.000003429541,"domain_scores_codex":[0.9986965,0.0001805748,0.0002342223,0.0003355629,0.0001003779,0.0004527527],"domain_scores_gemma":[0.9992186,0.0001729367,0.00005419162,0.0003635129,0.0001332793,0.00005751237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003168627,0.0003083089,0.9253722,0.00004539688,0.001111726,0.0001226821,0.0004618948,1.749377e-7,0.03810324,0.001606355,0.01618729,0.01351213],"study_design_scores_gemma":[0.00148429,0.001478136,0.7731975,0.0000432628,0.00008701977,0.00003064163,0.00008601218,6.873162e-7,0.02871336,0.002580269,0.1921395,0.0001592873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734182,0.01263789,0.00001410935,0.01112748,0.0001342863,0.0007837676,0.00000133134,0.00008787716,0.001795043],"genre_scores_gemma":[0.9597485,0.002729272,0.00007326846,0.03487587,0.00009638885,0.0004456972,0.00001074154,0.00002127142,0.001998961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759522,"threshold_uncertainty_score":0.7170826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008504743565631384,"score_gpt":0.2799203948963632,"score_spread":0.2714156513307318,"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."}}