{"id":"W2593766912","doi":"10.1158/1538-7445.sabcs16-p3-10-10","title":"Abstract P3-10-10: Planning and implementation of two regional one-stop breast health centres within a large geographic health authority: Outcomes and quality improvements in health service delivery","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Breast cancer; Population; Presentation (obstetrics); Cancer; General surgery; Family medicine; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01018141,0.0005212009,0.0004015199,0.0006425468,0.002126658,0.002999825,0.003463044,0.001723036,0.007859841],"category_scores_gemma":[0.01316321,0.0006498998,0.001019509,0.0007914523,0.001379183,0.001303722,0.004261081,0.002114598,0.001308643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01428935,"about_ca_system_score_gemma":0.04968277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.096888,"about_ca_topic_score_gemma":0.1145785,"domain_scores_codex":[0.992102,0.004009339,0.0002425226,0.0006156638,0.0007849672,0.002245576],"domain_scores_gemma":[0.9716403,0.003661409,0.003814207,0.001930031,0.004023806,0.0149302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01298345,0.05173064,0.5236681,0.001933668,0.0005107005,0.002562211,0.01009339,0.01882611,0.01288432,0.002498215,0.03636223,0.3259471],"study_design_scores_gemma":[0.005530658,0.03389264,0.9120798,0.0003859858,0.0002228784,0.0003575243,0.01798611,0.01104311,0.005553006,0.0003896042,0.01240075,0.0001579753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832251,0.0001795398,0.002311599,0.002562298,0.00008563222,0.005335446,0.001280543,0.0003951988,0.004624656],"genre_scores_gemma":[0.9796661,0.0001043396,0.01267008,0.0006863872,0.0000386258,0.003261871,0.001139415,0.00005553624,0.002377664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.096888,"threshold_uncertainty_score":0.1926481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3376974115236804,"score_gpt":0.565483987923851,"score_spread":0.2277865764001706,"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."}}