{"id":"W4390110978","doi":"10.1007/s11136-023-03564-1","title":"Response shift in coronary artery disease","year":2023,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Alberta; University of Lethbridge; University of Calgary","funders":"Libin Cardiovascular Institute, University of Calgary; Canadian Institutes of Health Research","keywords":"Medicine; Conventional PCI; Coronary artery disease; Percutaneous coronary intervention; Angina; Revascularization; Internal medicine; Cardiology; Canadian Cardiovascular Society; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005350496,0.0002252275,0.0005717684,0.0007302114,0.000518015,0.0009900371,0.0008280531,0.001198909,0.009935598],"category_scores_gemma":[0.02119428,0.0001805181,0.0008472763,0.0008590623,0.0003488468,0.0009675163,0.0008937347,0.001621466,0.001388886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337963,"about_ca_system_score_gemma":0.0005859936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332516,"about_ca_topic_score_gemma":0.001679081,"domain_scores_codex":[0.9936259,0.0041935,0.0002276685,0.0007582835,0.0004845028,0.0007101837],"domain_scores_gemma":[0.9915876,0.004444249,0.001189903,0.0006454841,0.001308651,0.0008241456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01375588,0.002678997,0.7578041,0.0008504433,0.00108355,0.0003314178,0.00445388,0.001473484,0.004713798,0.006529857,0.01978041,0.1865441],"study_design_scores_gemma":[0.0001840352,0.0007954506,0.984837,0.0001112587,0.00009701288,0.0001704886,0.002817743,0.000928257,0.0007615613,0.003900925,0.005365251,0.00003099216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674581,0.00310398,0.001574174,0.01139864,0.0006004332,0.0000892677,0.00148582,0.00005088804,0.01423865],"genre_scores_gemma":[0.9948758,0.0003102933,0.0002649972,0.002392303,0.000159782,0.00007578026,0.0006901605,0.00001693219,0.001213889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009935598,"threshold_uncertainty_score":0.03323787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3674184360411551,"score_gpt":0.5626278733233511,"score_spread":0.1952094372821959,"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."}}