{"id":"W2439366040","doi":"10.3747/co.23.2998","title":"Estimating the Costs of Intensity-Modulated and 3-Dimensional Conformal Radiotherapy in Ontario","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; Canadian Centre for Applied Research in Cancer Control; Occupational Cancer Research Centre; University of Toronto; Cancer Care Ontario; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Radiation therapy; Activity-based costing; Prostate cancer; Medical physics; Head and neck cancer; Cancer; Head and neck; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.000845146,0.0006847428,0.0003596992,0.001316738,0.0009405652,0.001153763,0.00145515,0.0006893855,0.003330538],"category_scores_gemma":[0.003857795,0.0006455363,0.0009973942,0.002601518,0.0006091926,0.0009124333,0.000647855,0.0005492666,0.0002180091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07142729,"about_ca_system_score_gemma":0.02409565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9647996,"about_ca_topic_score_gemma":0.9511465,"domain_scores_codex":[0.9994544,0.0001148874,0.00002638177,0.00005464813,0.0001688614,0.0001808511],"domain_scores_gemma":[0.9980653,0.0007845076,0.0003437497,0.00006662193,0.0005818385,0.0001580007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001360729,0.00006138926,0.05838762,0.0001680702,0.0001091957,0.0003071864,0.0001901275,0.9212404,0.0003689378,0.004322884,0.001819077,0.01288901],"study_design_scores_gemma":[0.000124654,0.000137389,0.1409503,0.0001195284,0.0001621944,0.0001878234,0.0007267173,0.8417096,0.0007515583,0.003520743,0.01151783,0.00009167576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539939,0.0008879374,0.01196047,0.001191551,0.00002118893,0.0004881462,0.009259877,0.0000817463,0.02211521],"genre_scores_gemma":[0.9900921,0.000481103,0.004249302,0.00004404389,0.000005244108,0.0001022509,0.001819297,0.00001908349,0.003187562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07142729,"threshold_uncertainty_score":0.5182437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718489079074077,"score_gpt":0.406207951846099,"score_spread":0.3590230610553583,"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."}}