{"id":"W4291396358","doi":"10.1016/j.ijrobp.2022.07.1844","title":"ASTRO Supports Access to Evidence-Based Cancer Care for All Patients, Regardless of Pregnancy Status, and Protection for Physicians Recommending and Providing Evidence-Based Care","year":2022,"lang":"en","type":"editorial","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Pregnancy; Cancer; Family medicine; Intensive care medicine; Obstetrics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000386218,0.000342954,0.0009172091,0.0003718735,0.0001588597,0.00007437182,0.0003328308,0.0004032535,0.00001907889],"category_scores_gemma":[0.001664008,0.0003277788,0.000304308,0.00014971,0.0001006405,0.0005488789,0.0001015371,0.0006433448,9.025658e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324003,"about_ca_system_score_gemma":0.002934239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003380535,"about_ca_topic_score_gemma":0.0001212009,"domain_scores_codex":[0.9974884,0.0001874483,0.0009253461,0.0005104135,0.0005556434,0.0003327945],"domain_scores_gemma":[0.9922981,0.001689866,0.002478424,0.000165713,0.003208927,0.0001590326],"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":[0.008657409,0.0003525067,0.2576829,0.002698635,0.0009695873,0.000006332912,0.002992588,0.002151598,0.0007686556,0.00004286614,0.05409197,0.669585],"study_design_scores_gemma":[0.01776098,0.01723913,0.01213142,0.01830458,0.001886707,0.000004123063,0.001096121,0.001165877,0.004702135,0.0002145284,0.9246908,0.0008035513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.2380159,0.03332277,0.03252736,0.007477392,0.6615933,0.01432708,0.0126204,0.00009690442,0.00001888564],"genre_scores_gemma":[0.7781835,0.0101347,0.003869089,0.0009650656,0.2014664,0.002380655,0.002778086,0.0001897265,0.00003279414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8705989,"threshold_uncertainty_score":0.9999174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05770949376183854,"score_gpt":0.398105961081165,"score_spread":0.3403964673193265,"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."}}