{"id":"W4320710310","doi":"10.1002/ccd.30593","title":"The PROGRESS‐CTO perforation risk score. Are you in?","year":2023,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Perforation; Angioplasty; Complication; Surgery; Internal medicine; Cardiology","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":[0.0006143402,0.0001098123,0.0001999045,0.0001822729,0.0002944561,0.00009397538,0.00006614961,0.00005822083,0.00004217455],"category_scores_gemma":[0.0002821416,0.00008453544,0.0008613518,0.0004873689,0.000108401,0.00009329596,0.00006603759,0.0001301143,0.00005559608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003103189,"about_ca_system_score_gemma":0.00001931603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001549438,"about_ca_topic_score_gemma":0.00004579114,"domain_scores_codex":[0.9989247,0.000130336,0.0003346085,0.0002327669,0.0002052356,0.0001724053],"domain_scores_gemma":[0.9992843,0.00004317606,0.00008262305,0.0003973332,0.0001249358,0.00006765068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007161482,0.0003995936,0.7605131,0.0004287347,0.001020503,0.00008752613,0.0005512252,0.0004847889,0.00004843229,0.0017187,0.00135524,0.2333206],"study_design_scores_gemma":[0.001103717,0.0002217613,0.9735692,0.0006849804,0.0004358282,0.00005407437,0.001109849,0.003462996,0.00005170753,0.0003350065,0.01883605,0.0001348015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839889,0.007242059,0.006225467,0.0009535979,0.0003885965,0.0006944496,0.00004477991,0.000148176,0.000313919],"genre_scores_gemma":[0.9951383,0.003492925,0.0000455364,0.00002313321,0.00007388884,0.0002162459,0.0001852256,0.00001929995,0.0008054727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2331858,"threshold_uncertainty_score":0.3447255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220924329727155,"score_gpt":0.2907607561534841,"score_spread":0.2585515128562126,"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."}}