{"id":"W4322622548","doi":"10.54194/qpbg4764","title":"An Evaluation of Access and Policy Initiatives for Breast Cancer Screening in Ontario","year":2023,"lang":"en","type":"article","venue":"Canadian Health Policy","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Breast cancer screening; Oncology; Cancer; Medicine; Political science; Internal medicine; Mammography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008922042,0.00009654502,0.0002539089,0.001076434,0.0001095109,0.00001977964,0.00009007625,0.0000638259,0.00005896911],"category_scores_gemma":[0.0002065555,0.0001021364,0.0000262395,0.00086926,0.0000479841,0.0002860425,0.00001447278,0.0001220434,9.386625e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079348,"about_ca_system_score_gemma":0.02746193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975296,"about_ca_topic_score_gemma":0.9980375,"domain_scores_codex":[0.9986838,0.00007400207,0.0002717309,0.0002076074,0.0002366675,0.0005262623],"domain_scores_gemma":[0.998773,0.00003823943,0.00009635467,0.0001497312,0.0002379665,0.0007046791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192541,0.0000106721,0.7874931,0.0001829621,0.00002536681,0.000005286892,0.005837018,0.0006157727,0.00001786497,0.003214292,0.00154725,0.2009312],"study_design_scores_gemma":[0.001091962,0.0001257363,0.9942653,0.0003328244,0.00001469105,0.00001224463,0.000424699,0.002107552,0.00001046417,0.0006294826,0.0009102973,0.00007475791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518135,0.0002577858,0.00001588652,0.04493598,0.00004697886,0.001004043,0.0005326268,0.000020029,0.001373219],"genre_scores_gemma":[0.9903357,0.0001104925,0.0001131571,0.008864282,0.0003352525,0.000106826,0.00007790264,0.0000144749,0.00004191674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2067722,"threshold_uncertainty_score":0.9780515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3553164453660097,"score_gpt":0.5337989774626972,"score_spread":0.1784825320966875,"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."}}