{"id":"W2522148500","doi":"10.1120/jacmp.v17i6.6507","title":"Canadian Partnership for Quality Radiotherapy (CPQR) and the Canadian Organization of Medical Physicists (COMP) — Driving safety and quality assurance practice in Canada through the development of technical quality control guidelines","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; Canadian Association of Physicists; Canadian Partnership Against Cancer; Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"General partnership; Medicine; Alliance; Cancer; Radiation therapy; Medical physicist; Quality (philosophy); Quality assurance; Stakeholder; Family medicine; Business; Public relations; Political science; Medical physics; Surgery; Finance; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02341297,0.0006428889,0.001857051,0.001850348,0.005257889,0.009304034,0.005535456,0.0132674,0.01487898],"category_scores_gemma":[0.1376325,0.0008553402,0.001352754,0.002473184,0.008462411,0.00454626,0.003352993,0.02381065,0.005492305],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04679212,"about_ca_system_score_gemma":0.2120914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6400818,"about_ca_topic_score_gemma":0.7578183,"domain_scores_codex":[0.9510161,0.003869443,0.003416131,0.002479908,0.03583306,0.003385326],"domain_scores_gemma":[0.711691,0.02458369,0.01197906,0.004378462,0.2075064,0.0398614],"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":[0.00001599096,0.000009564164,0.0004825685,0.0002437921,0.0000219482,0.00006771419,0.0001507515,0.00006732636,0.00006173049,0.001646301,0.9787936,0.01843866],"study_design_scores_gemma":[0.00002423741,0.00001434319,0.001115221,0.0008698257,0.00001895082,0.0002061089,0.000234725,0.0001936438,0.0001443569,0.001310465,0.995822,0.00004625845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0003449957,0.02413611,0.001987194,0.8529884,0.1126299,0.00009214017,0.0004504074,0.0002329145,0.007137887],"genre_scores_gemma":[0.02929057,0.0816794,0.009834902,0.7221025,0.112009,0.0002145589,0.001320696,0.001012184,0.04253635],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9532079,"threshold_uncertainty_score":0.7240756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06838835653891055,"score_gpt":0.4721542481596793,"score_spread":0.4037658916207687,"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."}}