{"id":"W2564939001","doi":"10.1016/j.jcin.2016.11.020","title":"Routine Surveillance Coronary Angiography Post-PCI","year":2016,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Conventional PCI; Percutaneous coronary intervention; Coronary angiography; Medicine; Restenosis; Cardiology; Radiology; Angiography; Internal medicine; Stent; Myocardial infarction","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","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008304049,0.0008377715,0.001851299,0.001048898,0.0002433818,0.0001146081,0.000555788,0.001068383,0.004599044],"category_scores_gemma":[0.0004675036,0.0007114679,0.03146587,0.0005956932,0.0002807995,0.0001857933,0.0003757436,0.001690981,0.001368442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930561,"about_ca_system_score_gemma":0.000173877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208829,"about_ca_topic_score_gemma":0.00005855368,"domain_scores_codex":[0.9948,0.000490299,0.001337988,0.001212381,0.001182929,0.0009764105],"domain_scores_gemma":[0.9951009,0.0003439346,0.0003596475,0.002830662,0.001110702,0.0002541795],"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":[0.00006787716,0.0003016013,0.008124403,0.001496205,0.01631321,0.004253144,0.00001727675,0.000004959967,0.000007841089,0.00005091213,0.94312,0.02624256],"study_design_scores_gemma":[0.002610368,0.0007547867,0.05227159,0.004166024,0.004485747,0.002751768,0.00003152868,0.000004072396,0.00001052552,0.000120482,0.9320237,0.000769428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004582383,0.1543913,0.01802843,0.7845597,0.008213676,0.00448936,0.007492803,0.001352723,0.01688967],"genre_scores_gemma":[0.2727943,0.008023458,0.003199934,0.5300749,0.03993977,0.002526036,0.03318896,0.001536249,0.1087164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.268212,"threshold_uncertainty_score":0.9995337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537893144221166,"score_gpt":0.2753373811309721,"score_spread":0.2499584496887604,"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."}}