{"id":"W1579253685","doi":"10.3747/co.v13i2.93","title":"Medical Physics for the Journal Current Oncology","year":2006,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics; Current (fluid); Data science; Medical education; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000658275,0.0006063692,0.0005701871,0.001786319,0.001256416,0.003120996,0.0006384398,0.001779986,0.1887556],"category_scores_gemma":[0.002904518,0.0003187028,0.0005188242,0.001125351,0.0008331696,0.001828811,0.00120479,0.00310383,0.05169217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244292,"about_ca_system_score_gemma":0.001838097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007403151,"about_ca_topic_score_gemma":0.001610038,"domain_scores_codex":[0.9996799,0.00004796049,0.00001680697,0.00004462427,0.0001835709,0.00002717096],"domain_scores_gemma":[0.9987921,0.0002098464,0.000099297,0.000158514,0.0005028694,0.000237449],"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":[0.00008853427,0.0000635123,0.0004603779,0.0005247829,0.00004314302,0.0001187297,0.00009480839,0.0003280402,0.004814622,0.04601152,0.7612702,0.1861817],"study_design_scores_gemma":[0.000008833184,0.00001749429,0.0002377597,0.00004506315,0.00001426196,0.0002453385,0.000015881,0.0001305242,0.0003155251,0.005774178,0.9931898,0.000005415682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003112969,0.09837225,0.02043379,0.08614311,0.1067732,0.0001740198,0.0007268692,0.001664943,0.6825988],"genre_scores_gemma":[0.037229,0.05417639,0.01230068,0.01221156,0.0408033,0.0001421879,0.0007202292,0.0008741122,0.8415425],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1887556,"threshold_uncertainty_score":0.6314505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09488354202114194,"score_gpt":0.5123653033367196,"score_spread":0.4174817613155777,"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."}}