{"id":"W2474491817","doi":"10.1016/j.canrad.2013.07.135","title":"Radio-oncologie au Québec","year":2013,"lang":"fr","type":"article","venue":"Cancer/Radiothérapie","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004565293,0.0007942267,0.001458581,0.000236357,0.0005876439,0.00005964205,0.0007133116,0.001117042,0.03201533],"category_scores_gemma":[0.0004717679,0.0007330074,0.0004576716,0.0006409496,0.002631233,0.0006943499,0.0000927685,0.001339329,0.002525721],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01471973,"about_ca_system_score_gemma":0.01007038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06141269,"about_ca_topic_score_gemma":0.01213405,"domain_scores_codex":[0.9952492,0.0002961018,0.000903233,0.001044077,0.0004472529,0.002060149],"domain_scores_gemma":[0.9959935,0.001249389,0.0004049201,0.001098316,0.0002706444,0.0009832369],"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":[0.0002413635,0.0006127612,0.04264478,0.0004852517,0.00114053,0.0003587471,0.002388552,0.0004581698,0.002897014,0.002544824,0.2962056,0.6500224],"study_design_scores_gemma":[0.005398471,0.001930075,0.02723648,0.0006987526,0.0005437299,0.0005339062,0.0005633906,0.001697682,0.0009242329,0.000833379,0.9587546,0.000885276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05709285,0.7576281,0.00461559,0.0971284,0.04954029,0.002179641,0.00008327096,0.000390452,0.03134138],"genre_scores_gemma":[0.2381692,0.2650599,0.02267675,0.0265025,0.0879878,0.002421072,0.00005734803,0.0005490822,0.3565764],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6625491,"threshold_uncertainty_score":0.9995121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957403601177127,"score_gpt":0.3620261298480057,"score_spread":0.3424520938362344,"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."}}