{"id":"W6889159287","doi":"10.25384/sage.c.7057618.v1","title":"Assessing Breast Cancer Screening and Outcomes Among First Nations Women in Alberta","year":2024,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Breast cancer screening; Cancer screening; Medical diagnosis; Cancer; Cancer registry; Breast cancer; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009277,0.0003137899,0.0001749964,0.001591509,0.001255121,0.0007868003,0.0009276849,0.0002325542,0.001228978],"category_scores_gemma":[0.00182683,0.0001785903,0.0002709388,0.002351134,0.0004500847,0.0001953036,0.0007877492,0.000327723,0.0001782072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01521243,"about_ca_system_score_gemma":0.01341759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9818786,"about_ca_topic_score_gemma":0.9886941,"domain_scores_codex":[0.9993655,0.0000583778,0.00002479791,0.00006640202,0.0002684949,0.0002164469],"domain_scores_gemma":[0.9988752,0.00008720688,0.0002012613,0.00003476835,0.0005176766,0.0002839279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005680972,0.00004396606,0.9904308,0.00002557057,0.00001945809,0.00009347565,0.000568139,0.0001844705,0.0001363118,0.00006514223,0.0008139717,0.007561959],"study_design_scores_gemma":[0.000006962688,0.00003766044,0.997045,0.00002134491,0.00002001195,0.00007237631,0.00125019,0.0002681968,0.0001196125,0.00003053363,0.001122598,0.000005577826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909933,0.0006484063,0.0001991147,0.0002731537,0.00001203122,0.0001140658,0.003464522,0.00002140115,0.004273884],"genre_scores_gemma":[0.9945619,0.0005106721,0.0005234231,0.000111445,0.000007306864,0.00003930187,0.002399646,0.000004048432,0.001842234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01812142,"threshold_uncertainty_score":0.1103745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05581845362986608,"score_gpt":0.3697625247702303,"score_spread":0.3139440711403642,"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."}}