{"id":"W4200246288","doi":"10.1161/circinterventions.121.011524","title":"Coronary Revascularization in Patients With Coronary Chronic Total Occlusions","year":2021,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Internal medicine; Revascularization; Coronary occlusion; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003975635,0.0006424402,0.001353764,0.0008191154,0.0002558659,0.0001057097,0.0002180909,0.0009368851,0.001868296],"category_scores_gemma":[0.0002493965,0.0006611102,0.004987383,0.0009457547,0.0001555002,0.0003061587,0.000243989,0.001822924,0.0001222197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495053,"about_ca_system_score_gemma":0.00055193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000769028,"about_ca_topic_score_gemma":0.00006524899,"domain_scores_codex":[0.9950398,0.0004829399,0.001269964,0.001161347,0.001438624,0.0006073776],"domain_scores_gemma":[0.9965283,0.000123272,0.0003261751,0.001863205,0.001001794,0.0001572715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002628404,0.00410775,0.7023871,0.008250196,0.01990484,0.010166,0.0001691922,0.0225861,0.00001186358,0.0001685052,0.2040438,0.02794182],"study_design_scores_gemma":[0.005933727,0.000577632,0.9219798,0.006899202,0.004000172,0.0007161658,0.00003135322,0.0003673394,0.000002457351,0.00003621819,0.0587643,0.00069161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.624999,0.0995172,0.1028221,0.133041,0.008261041,0.02203362,0.002694555,0.001397194,0.005234304],"genre_scores_gemma":[0.9162334,0.000419909,0.0008332692,0.01830462,0.002185629,0.0006732197,0.05800459,0.0003627136,0.002982714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2912343,"threshold_uncertainty_score":0.999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126596629955884,"score_gpt":0.2524460257445859,"score_spread":0.2311800594450271,"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."}}