{"id":"W4401459511","doi":"10.46747/cfp.700708491","title":"Perceptions of breast cancer screening programs and breast health among immigrant women","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Immigration; Medicine; Breast cancer screening; Family medicine; Data science; Gynecology; Cancer; Mammography; Computer science; Internal medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421375,0.0001756248,0.0001954083,0.0004316391,0.002578281,0.001084689,0.0003408405,0.0004911536,0.003175486],"category_scores_gemma":[0.004120676,0.0001352245,0.0001742585,0.0004549315,0.001531015,0.0004738346,0.001068624,0.0006513784,0.00008563648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002774588,"about_ca_system_score_gemma":0.006255432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.353763,"about_ca_topic_score_gemma":0.4481739,"domain_scores_codex":[0.9992902,0.0002914732,0.00002452516,0.0000373922,0.0001494054,0.0002069643],"domain_scores_gemma":[0.9985217,0.0005647417,0.0002457678,0.00002600133,0.0002237479,0.0004179432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000169367,0.0002392173,0.5938016,0.0002069821,0.00004152953,0.001471271,0.377805,0.0001033577,0.001202441,0.0009888606,0.001790485,0.02217987],"study_design_scores_gemma":[0.00001674426,0.0001990729,0.2802197,0.0002766268,0.00003202198,0.0005794933,0.7125179,0.0001386898,0.000150275,0.0001479779,0.00569536,0.0000262573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958318,0.0002853703,0.00002814216,0.001057428,0.00001028568,0.00001179616,0.00002367627,0.000001353259,0.002750106],"genre_scores_gemma":[0.9984566,0.0003905281,0.00005955611,0.0004345217,0.000004666023,0.00001110195,0.00001905736,9.716849e-7,0.0006230737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.646237,"threshold_uncertainty_score":0.7034078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308960705878363,"score_gpt":0.2969578815544947,"score_spread":0.2660618109666584,"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."}}