{"id":"W2607229997","doi":"10.1016/j.radonc.2017.03.022","title":"Radiation therapy quality indicators for invasive breast cancer","year":2017,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Juravinski Cancer Centre; Centre Intégré de Santé et de Services Sociaux des Laurentides; Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"Breast cancer; Medicine; Medical physics; Delphi method; Guideline; Suite; Quality (philosophy); Radiation therapy; Delphi; Cancer; Surgery; Computer science; Internal medicine; Pathology","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":[0.004080339,0.0002845662,0.0004768269,0.002595739,0.0004215656,0.0009036805,0.0005625474,0.0003370236,0.002237221],"category_scores_gemma":[0.01110385,0.0001651498,0.00105025,0.00624914,0.000292356,0.000636186,0.0008066342,0.0007555683,0.0001714381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533723,"about_ca_system_score_gemma":0.001238397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02334554,"about_ca_topic_score_gemma":0.02107575,"domain_scores_codex":[0.9981029,0.0008767232,0.0002797951,0.0001564783,0.0003999438,0.0001840649],"domain_scores_gemma":[0.9872532,0.003828905,0.005918225,0.000576259,0.00153791,0.000885469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002755952,0.00004714818,0.9927295,0.0001180792,0.0003480091,0.000005798581,0.00007295437,0.0001668592,0.00006052584,0.0001090768,0.0004941477,0.005572248],"study_design_scores_gemma":[0.000009747601,0.0001404815,0.9982059,0.00003860313,0.0001640667,0.00002323514,0.0001110913,0.0001262202,0.0001318786,0.00005272811,0.0009910589,0.000004876923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949578,0.02531791,0.001442123,0.001099586,0.0000852369,0.00009901034,0.01682779,0.00004750822,0.00550286],"genre_scores_gemma":[0.99457,0.001535191,0.0004558123,0.00009991825,0.00004040976,0.00005522011,0.00284805,0.000008714272,0.0003867743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02334554,"threshold_uncertainty_score":0.04641926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433120710020933,"score_gpt":0.3632578317157508,"score_spread":0.3389266246155415,"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."}}