{"id":"W4403760318","doi":"10.1016/s0167-8140(24)03584-9","title":"10 Ontario Health-Cancer Care Ontario Re-Irradiation Symposium Webinar: A Provincial Initiative to Enhance Quality and Safety in Radiation Treatment","year":2024,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Quality (philosophy); Radiation oncology; Radiation Therapist; Radiation therapy; Internal medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005179052,0.0004057192,0.000319586,0.0009297942,0.007029098,0.003433475,0.001911637,0.003625733,0.09310518],"category_scores_gemma":[0.006130711,0.0006103381,0.0006860832,0.001217245,0.001203559,0.0009695922,0.003790353,0.00280236,0.009001812],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03470226,"about_ca_system_score_gemma":0.1270894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7827756,"about_ca_topic_score_gemma":0.9715098,"domain_scores_codex":[0.9973911,0.0005063015,0.00009616325,0.000138937,0.00120302,0.0006644471],"domain_scores_gemma":[0.9848952,0.001113985,0.0008047488,0.0003735218,0.004508596,0.008303945],"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":[0.0001592999,0.0002688164,0.008811094,0.0001721293,0.00001362014,0.0002819937,0.0008143092,0.0002295402,0.0007899916,0.0007419624,0.9464797,0.04123761],"study_design_scores_gemma":[0.00009110953,0.0001014746,0.04746719,0.00009861054,0.00001799009,0.0001098514,0.001721231,0.0003418181,0.0004325033,0.0002883416,0.9492986,0.00003127288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1049523,0.005116337,0.005280444,0.3655595,0.009103994,0.003552368,0.01514899,0.004561422,0.4867246],"genre_scores_gemma":[0.182965,0.003045654,0.01259415,0.03527441,0.0016208,0.0008265909,0.006870331,0.001292862,0.7555103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9652978,"threshold_uncertainty_score":0.4370072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611138628182076,"score_gpt":0.4218973830462783,"score_spread":0.3957859967644575,"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."}}