{"id":"W4402237130","doi":"10.1007/978-3-031-56806-0_27","title":"Breast Cancer Screening in British Columbia, Canada: Opportunities to Increase Uptake","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North","funders":"","keywords":"Cancer; Medicine; Oncology; Internal medicine; Gynecology; Geography","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":[0.001781772,0.0003866111,0.0003442355,0.001206517,0.003959535,0.003009227,0.001565887,0.001619021,0.01215853],"category_scores_gemma":[0.003932726,0.0003228265,0.0004007425,0.002946432,0.001058141,0.0009021857,0.001085026,0.001787172,0.001222155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05087068,"about_ca_system_score_gemma":0.1896262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955764,"about_ca_topic_score_gemma":0.9990394,"domain_scores_codex":[0.9980241,0.0001703167,0.00004611531,0.00008444808,0.0009347012,0.0007403656],"domain_scores_gemma":[0.9976752,0.0003342802,0.00005651284,0.00002886025,0.001242614,0.0006624772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005478921,0.00007698825,0.01223676,0.000705903,0.00001934365,0.0002928493,0.00384044,0.0003481353,0.0003517058,0.005316434,0.7358984,0.2408582],"study_design_scores_gemma":[0.00009530635,0.0001023883,0.2072069,0.001909196,0.0001135434,0.0003489681,0.01175122,0.0007897908,0.0006308904,0.001543978,0.7753853,0.0001225652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.076162,0.09036646,0.001067069,0.2596765,0.005245104,0.0004004803,0.007515397,0.0006067753,0.5589603],"genre_scores_gemma":[0.328799,0.08908121,0.004321529,0.04198195,0.0008880956,0.0003072069,0.003207276,0.0003213532,0.5310925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05087068,"threshold_uncertainty_score":0.3690944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08351224323232609,"score_gpt":0.2871767434639016,"score_spread":0.2036645002315755,"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."}}