{"id":"W2148001089","doi":"10.1016/j.jvir.2010.01.010","title":"Guidelines for Establishing a Quality Improvement Program in Interventional Radiology","year":2010,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Quality (philosophy); Quality management; Patient care; Interventional radiology; Medical education; Medical physics; Nursing; Radiology; Operations management; Management system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1475632,0.002711841,0.002791747,0.01325406,0.007888401,0.01126183,0.01273865,0.02009138,0.009471481],"category_scores_gemma":[0.2159048,0.001967587,0.006365549,0.009200616,0.004544502,0.007179145,0.006824989,0.01993454,0.004585668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01648782,"about_ca_system_score_gemma":0.1120785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03938391,"about_ca_topic_score_gemma":0.05840186,"domain_scores_codex":[0.8303886,0.07387903,0.05249971,0.003570315,0.03267162,0.006990659],"domain_scores_gemma":[0.5274871,0.1116962,0.04383321,0.01503311,0.2637995,0.03815097],"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":[0.0001989923,0.005580202,0.01678437,0.007638718,0.0003956452,0.001776126,0.004039973,0.004752409,0.002932521,0.02442474,0.5469661,0.3845102],"study_design_scores_gemma":[0.001819806,0.002592416,0.1288767,0.06859726,0.001150427,0.003219133,0.009846672,0.01015132,0.006079308,0.04662327,0.7199155,0.001128155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01017695,0.03092608,0.2214951,0.5771306,0.01833507,0.04645305,0.002666606,0.00588835,0.08692826],"genre_scores_gemma":[0.02505173,0.01549741,0.8660977,0.05360827,0.002925687,0.02257074,0.002671573,0.0004704934,0.01110642],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1475632,"threshold_uncertainty_score":0.7803982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08334582673492678,"score_gpt":0.4524664010987506,"score_spread":0.3691205743638238,"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."}}