{"id":"W2767138633","doi":"10.1093/jjco/hyx148","title":"Radiation oncology in Canada","year":2017,"lang":"en","type":"review","venue":"Japanese Journal of Clinical Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Canadian Association of Radiation Oncology","keywords":"Medicine; Radiation oncology; Radiation therapy; Referral; Radiation Therapist; Health care; Clinical Practice; Medical physics; Healthcare system; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004745645,0.0002988782,0.007654432,0.0002808422,0.00007182256,0.000003580622,0.000560607,0.00123402,0.0002913847],"category_scores_gemma":[0.007449483,0.0001929965,0.0009573363,0.0001628672,0.0003644057,0.0001347523,0.00004960706,0.00290827,0.00002092704],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004347004,"about_ca_system_score_gemma":0.04827703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02127204,"about_ca_topic_score_gemma":0.2349603,"domain_scores_codex":[0.992471,0.001554023,0.004997367,0.0002963243,0.0003119333,0.0003693583],"domain_scores_gemma":[0.9830446,0.009051398,0.006760404,0.0004511994,0.0002547002,0.0004376797],"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":[0.0007428856,0.0005320692,0.004111853,0.0005388932,0.0003648237,0.003434991,0.00005298036,0.000004644176,1.441699e-7,0.00001873735,0.001705011,0.988493],"study_design_scores_gemma":[0.004615016,0.004236715,0.00355996,0.001472846,0.0006436398,0.006056014,0.0000729008,0.000008407528,7.108124e-8,0.00005238953,0.9791251,0.0001569155],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001372274,0.9809995,0.00001205761,0.001503745,0.007229708,0.0004730637,0.000003104399,0.000004984779,0.008401536],"genre_scores_gemma":[0.0004545455,0.9928085,0.001404146,0.001162376,0.003607555,0.00001643059,0.000007351483,0.00003008774,0.0005090202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988336,"threshold_uncertainty_score":0.9994751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2443978105576315,"score_gpt":0.6146561170450127,"score_spread":0.3702583064873812,"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."}}