{"id":"W1994100672","doi":"10.1016/s0820-5930(09)60132-8","title":"The Use Of Clinical Audit To Monitor The Transfer Of Responsibility For Verification Of Electronic Portal Images","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Medical Radiation Technology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Audit; Radiation Therapist; Quality assurance; Medical physics; Radiation oncologist; Medicine; Nuclear medicine; Business; Radiation therapy; Radiology; Accounting; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03278321,0.0004617042,0.0005165366,0.005030843,0.001337816,0.0019883,0.001382067,0.001421634,0.002261897],"category_scores_gemma":[0.2046847,0.0004289289,0.0003678653,0.002197044,0.0008584747,0.002585096,0.001838203,0.002047976,0.0009449025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105565,"about_ca_system_score_gemma":0.005889449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004792815,"about_ca_topic_score_gemma":0.00558014,"domain_scores_codex":[0.958288,0.02754432,0.004815694,0.001298673,0.007098946,0.000954377],"domain_scores_gemma":[0.7082493,0.1449312,0.05617595,0.0182724,0.06563241,0.006738667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002052529,0.0007093248,0.6692243,0.0004311778,0.0001096984,0.0007321812,0.002506513,0.001839328,0.002834146,0.001278503,0.01126214,0.3070202],"study_design_scores_gemma":[0.0003153917,0.004673459,0.8710683,0.001240115,0.0002539488,0.005087087,0.004729723,0.05729432,0.01734104,0.002455304,0.03526422,0.0002771225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971111,0.004030241,0.04102326,0.008939289,0.0007205228,0.002354593,0.00121223,0.002214548,0.04239415],"genre_scores_gemma":[0.9833949,0.000573361,0.01361481,0.0004634373,0.00006454464,0.0003986577,0.0001952145,0.00007095458,0.001224135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03278321,"threshold_uncertainty_score":0.1733763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644127120637971,"score_gpt":0.3317973045266736,"score_spread":0.3153560333202938,"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."}}