{"id":"W4250995614","doi":"10.1120/jacmp.v13i2.3915","title":"Erratum: Medical physics staffing for radiation oncology: a decade of experience in Ontario, Canada","year":2012,"lang":"en","type":"erratum","venue":"Journal of Applied Clinical Medical Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Cancer Care South East; Université Laval; University of Toronto; McMaster University; Juravinski Cancer Centre; Ottawa Hospital","funders":"","keywords":"Staffing; Medical physicist; Medical physics; Quality assurance; Certification; Radiation oncology; Radiation treatment planning; Radiation Therapist; Medicine; Dosimetry; Quality (philosophy); Medical education; Radiation therapy; Nuclear medicine; Radiology; Physics; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00303519,0.0004516529,0.003158447,0.00008756953,0.00007419495,0.000005532717,0.0007585857,0.002634057,0.000502289],"category_scores_gemma":[0.003548305,0.0003546286,0.000569868,0.0002980938,0.0009756035,0.0001203622,0.00009929766,0.008163663,0.000001581619],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175421,"about_ca_system_score_gemma":0.04220513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01573875,"about_ca_topic_score_gemma":0.1922535,"domain_scores_codex":[0.9926084,0.0001797314,0.003500401,0.0004399559,0.002601502,0.0006700276],"domain_scores_gemma":[0.9907737,0.004235543,0.003009137,0.0003996062,0.0003748357,0.001207171],"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":[0.003602982,0.003158224,0.004635156,0.0003730578,0.0007067795,0.0003419941,0.001325604,0.0000367458,0.00001077483,0.001085416,0.6783257,0.3063976],"study_design_scores_gemma":[0.01498181,0.003111685,0.004119585,0.002204827,0.0007004518,0.0001812653,0.000408988,0.0006151717,0.0001309261,0.008034942,0.9649011,0.0006092608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1421279,0.02194461,0.1807092,0.02852483,0.4912539,0.009568661,0.0002100433,0.0001627476,0.1254981],"genre_scores_gemma":[0.5721139,0.04137389,0.05711452,0.07009459,0.2425509,0.0005797673,0.001082065,0.0008959197,0.01419444],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.429986,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05040742140453628,"score_gpt":0.4400042959990464,"score_spread":0.3895968745945101,"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."}}