{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006139214,0.0004611713,0.0004178556,0.001008564,0.0002883416,0.000688742,0.0003989869,0.0008948718,0.03679596],"category_scores_gemma":[0.006006601,0.0001228484,0.0005828481,0.0006207556,0.0001898888,0.001268674,0.0006688888,0.001377116,0.01245088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052749,"about_ca_system_score_gemma":0.0003458793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251156,"about_ca_topic_score_gemma":0.001938031,"domain_scores_codex":[0.9996446,0.00007139907,0.00006670762,0.00003736453,0.0001201634,0.00005975449],"domain_scores_gemma":[0.9984239,0.0002789059,0.0006259328,0.00003397429,0.0002546556,0.0003825236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002382012,0.0005112035,0.3955921,0.00055114,0.0001128483,0.0006048591,0.0001548218,0.0004157839,0.0002906799,0.000990786,0.358174,0.2402197],"study_design_scores_gemma":[0.001300898,0.002045587,0.7713035,0.001975884,0.0004101789,0.006526808,0.001059444,0.002521191,0.001108304,0.007115318,0.2044144,0.000218556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5463191,0.01548795,0.005580514,0.06545021,0.002369476,0.002313415,0.09221063,0.001867287,0.2684014],"genre_scores_gemma":[0.8287424,0.01317397,0.01134728,0.01441795,0.00320686,0.002394074,0.05608469,0.0003189013,0.07031396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03679596,"threshold_uncertainty_score":0.1230947,"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."}}