{"id":"W4390461086","doi":"10.31612/2616-4868.8.2023.02","title":"CLINICAL, ANGIOGRAPHIC AND FUNCTIONAL PARAMETERS DETERMINING DECISION TO PERFORM REVASCULARIZATION IN STABLE CORONARY ARTERY DISEASE PATIENTS WITH INTERMEDIATE CORONARY LESIONS","year":2023,"lang":"en","type":"article","venue":"Clinical and Preventive Medicine","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Fractional flow reserve; Cardiology; Internal medicine; Coronary artery disease; Percutaneous coronary intervention; Stenosis; Revascularization; Lesion; Angina; Stable angina; Canadian Cardiovascular Society; Radiology; Coronary angiography; Surgery; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005049497,0.0002456162,0.0002182404,0.0004068528,0.0002770804,0.0005244251,0.000204977,0.0006977305,0.00195671],"category_scores_gemma":[0.002790311,0.0001701365,0.0002534986,0.0003504705,0.0002604118,0.0002537305,0.0002063501,0.00050405,0.0003409726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001645602,"about_ca_system_score_gemma":0.0002058445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009373825,"about_ca_topic_score_gemma":0.001609037,"domain_scores_codex":[0.9996973,0.0001006933,0.00003949814,0.00005232593,0.00004858688,0.00006166854],"domain_scores_gemma":[0.9986483,0.000442588,0.0004253698,0.00004532551,0.0001141328,0.0003242249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001594588,0.0000291097,0.999043,0.00000312863,0.00001352404,0.00005335866,0.00001358914,0.0000253834,0.00008393222,0.000006873354,0.00003602424,0.0005326572],"study_design_scores_gemma":[0.00001137196,0.0001679579,0.998938,0.000005198506,0.00002219558,0.0003416652,0.00007761698,0.0002697325,0.00004199779,0.00003353779,0.0000878002,0.000002903834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999433,0.0001423339,0.00004493422,0.00004083717,0.00000615717,0.000003506829,0.00006357078,7.613899e-7,0.0002648245],"genre_scores_gemma":[0.999721,0.00003612264,0.00004150116,0.00001853026,0.00001680441,0.000003509516,0.000107384,4.463678e-7,0.00005475109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00195671,"threshold_uncertainty_score":0.006545842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05542730682320523,"score_gpt":0.3509965200556204,"score_spread":0.2955692132324151,"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."}}