{"id":"W570407064","doi":"10.1080/08858190109528754","title":"Radiotherapy education among family physicians and residents.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Laurentian University; University of Ottawa; Northeast Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Referral; Family medicine; Continuing medical education; Continuing education; Radiation Therapist; Palliative care; Nursing; Internal medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001325481,0.0001153011,0.0001428557,0.0004091604,0.0007047803,0.0003375413,0.0001444469,0.0005055394,0.004748272],"category_scores_gemma":[0.008345398,0.0001365598,0.0001350368,0.0003573762,0.0002845698,0.0005805663,0.0003177592,0.0003317404,0.0004653904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668111,"about_ca_system_score_gemma":0.001242315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175246,"about_ca_topic_score_gemma":0.01105576,"domain_scores_codex":[0.9992945,0.0002378983,0.00004116825,0.00006118265,0.0002046773,0.0001605466],"domain_scores_gemma":[0.993972,0.001668774,0.002172588,0.00009712122,0.0008029047,0.001286526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005916809,0.0001715196,0.9822001,0.00005360037,0.00001502773,0.0002189947,0.002443002,0.00003320656,0.0001213719,0.00003069796,0.001594723,0.01305849],"study_design_scores_gemma":[0.00001142377,0.000347355,0.9902291,0.00009129744,0.00001272763,0.001133391,0.004186991,0.00006909939,0.00008280989,0.00003231771,0.003797234,0.000006166002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957838,0.0009029191,0.00005526873,0.001259,0.00002535612,0.00001401096,0.0001898793,0.000004173819,0.00176567],"genre_scores_gemma":[0.9977993,0.0004701021,0.00008010404,0.0006795596,0.0000277603,0.00001414959,0.0001220589,0.00000112465,0.0008057166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175246,"threshold_uncertainty_score":0.02336812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318576120426162,"score_gpt":0.3129914180597672,"score_spread":0.2998056568555055,"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."}}