{"id":"W3132937692","doi":"10.1016/j.jcin.2020.11.023","title":"Operator-Directed Sedation in the Pediatric Cardiac Catheterization Laboratory","year":2021,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Sedation; Cardiac catheterization; Medicine; Operator (biology); Intensive care medicine; Anesthesia; Cardiology; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007912815,0.0004256426,0.001073373,0.0004951698,0.0001899404,0.0001413314,0.0002137962,0.0004937316,0.0002132875],"category_scores_gemma":[0.0004041538,0.000361579,0.004611072,0.001434436,0.00006745257,0.0001525979,0.000149696,0.001406075,0.0001498202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836463,"about_ca_system_score_gemma":0.0003543028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009518107,"about_ca_topic_score_gemma":0.00002342565,"domain_scores_codex":[0.9958211,0.001339528,0.000703783,0.0007070865,0.001014336,0.0004142192],"domain_scores_gemma":[0.997683,0.0001249929,0.0001029087,0.001285382,0.0007368846,0.00006684558],"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":[0.00001940413,0.0003445065,0.0183924,0.003614374,0.006605986,0.002242986,0.0006300329,0.00001060744,0.00002928397,0.000005259567,0.9641244,0.003980788],"study_design_scores_gemma":[0.001767818,0.0001649597,0.09613844,0.001261402,0.01443571,0.00009961412,0.0008612262,0.00005856633,0.00004041219,0.00001326405,0.884259,0.0008995839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.332423,0.3706906,0.001055788,0.2574645,0.01112132,0.01331817,0.004649512,0.001561832,0.007715284],"genre_scores_gemma":[0.6255875,0.01406575,0.0009051636,0.2662734,0.04433559,0.008175722,0.03094454,0.0009583717,0.00875394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3566248,"threshold_uncertainty_score":0.9998836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257043724064512,"score_gpt":0.286091229858825,"score_spread":0.2535207926181799,"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."}}