{"id":"W2194850407","doi":"10.1016/j.jmir.2015.07.005","title":"The Quest for Quality: Principles to Guide Medical Radiation Technology Practice","year":2015,"lang":"en","type":"review","venue":"Journal of medical imaging and radiation sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto; Dalhousie University; Princess Margaret Cancer Centre; BC Cancer Agency; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Quality (philosophy); Standardization; General partnership; Quality assurance; Quality management; Work (physics); Quality policy; Knowledge management; Computer science; Process management; Patient safety; Risk analysis (engineering); Health care; Management science; Business; Engineering; Political science; Marketing","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":[0.01498311,0.001080384,0.002818323,0.005258981,0.001287803,0.006458831,0.003767282,0.006304221,0.003937922],"category_scores_gemma":[0.02371849,0.0005874778,0.001141441,0.00479575,0.009531301,0.008503404,0.004033685,0.008839171,0.001758114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006701092,"about_ca_system_score_gemma":0.01385527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00477486,"about_ca_topic_score_gemma":0.006770238,"domain_scores_codex":[0.9926219,0.002717116,0.0010144,0.0004567066,0.002962481,0.0002273176],"domain_scores_gemma":[0.9750775,0.01767406,0.001711844,0.0005732711,0.004349444,0.000613927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004792372,0.0000980733,0.0007683475,0.01777613,0.0001953352,0.0001665608,0.0008780521,0.0008732313,0.0003870597,0.1983658,0.1023773,0.6780661],"study_design_scores_gemma":[0.00001980836,0.000064926,0.0007306742,0.01965745,0.0001062014,0.0007671284,0.0007266764,0.0002412063,0.0002374099,0.1068742,0.8705153,0.00005896775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001160032,0.9585067,0.003203051,0.03417888,0.001189203,0.00002363243,0.00003320443,0.00002196586,0.002727381],"genre_scores_gemma":[0.005331133,0.9668266,0.008221713,0.01570313,0.002583927,0.00007287473,0.00004677693,0.00002223959,0.001191692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01498311,"threshold_uncertainty_score":0.07923919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077617847250447,"score_gpt":0.5173823391195869,"score_spread":0.4096205543945421,"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."}}