{"id":"W7064056330","doi":"","title":"Adherence to clinical practice guidelines&#13;\\nfor using invasive coronary angiography in chronic coronary artery disease","year":2024,"lang":"en","type":"dissertation","venue":"Kölner Universitäts PublikationsServer (Universität zu Köln)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gemeinsame Bundesausschuss; Canada Excellence Research Chairs, Government of Canada","keywords":"Guideline; Coronary artery disease; Clinical Practice; Observational study; Health care; MEDLINE; Percutaneous coronary intervention; Clinical trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07673554,0.0003776028,0.0009020912,0.003252212,0.001656982,0.0074389,0.002216309,0.003972122,0.02031476],"category_scores_gemma":[0.2321274,0.0005020533,0.001492336,0.004847629,0.00228321,0.003538572,0.003677284,0.002851673,0.005263705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007514809,"about_ca_system_score_gemma":0.04622173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02274615,"about_ca_topic_score_gemma":0.03787321,"domain_scores_codex":[0.8926728,0.06753854,0.01047728,0.003336005,0.02365098,0.002324327],"domain_scores_gemma":[0.8437368,0.06728341,0.02109926,0.01229887,0.05190245,0.003679268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001089752,0.0003749181,0.0144716,0.007223638,0.0002225059,0.0001155332,0.004344371,0.0006981187,0.0005459488,0.02651226,0.2088387,0.7365434],"study_design_scores_gemma":[0.0003479354,0.0005998106,0.06703595,0.04514523,0.0003703405,0.0002898256,0.007188635,0.001957535,0.001381781,0.02271254,0.8527758,0.0001946344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05011817,0.046688,0.04105543,0.3619628,0.009667268,0.01637198,0.01131279,0.0007998468,0.4620237],"genre_scores_gemma":[0.4557466,0.0776896,0.2595219,0.07509886,0.003175054,0.02132292,0.01747249,0.0005504884,0.08942205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07673554,"threshold_uncertainty_score":0.4058212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355885680514046,"score_gpt":0.3397403100121364,"score_spread":0.296181453206996,"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."}}