{"id":"W1575246714","doi":"10.1007/bf03403605","title":"Screening Mammography Among Chinese Canadian Women","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hutchinson (Canada); BC Cancer Agency; University of British Columbia","funders":"National Cancer Institute","keywords":"Mammography; Medicine; Mammography screening; Obstetrics; Demography; Family medicine; Gynecology; Internal medicine; Breast cancer; Sociology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003440166,0.0001823158,0.0004856768,0.001532406,0.0003712593,0.0001276666,0.0002243431,0.0001106797,0.0008772885],"category_scores_gemma":[0.001147688,0.0001605969,0.0001625993,0.001202323,0.0001780623,0.0003981876,0.000003874888,0.0005872874,0.000008489612],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183364,"about_ca_system_score_gemma":0.03295825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.577161,"about_ca_topic_score_gemma":0.9114027,"domain_scores_codex":[0.997005,0.0001924063,0.0006151879,0.0001754343,0.0003900799,0.001621896],"domain_scores_gemma":[0.9856082,0.00003385732,0.0002906674,0.0002430229,0.0004030125,0.01342127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004673241,0.000006182761,0.979432,0.0000234904,0.00006860909,0.0005171665,0.001527611,0.000008483868,0.000001171815,0.0006393507,0.007381483,0.0103898],"study_design_scores_gemma":[0.0008157318,0.0004466306,0.7697601,0.0001644592,0.000009522407,0.001230329,0.004355266,0.0000140029,8.792535e-7,0.0002196885,0.2228204,0.000162989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766442,0.002174926,0.0009587825,0.009656982,0.0004513208,0.0001867238,0.00002342223,0.00001005778,0.009893561],"genre_scores_gemma":[0.9881542,0.00004620705,0.001657135,0.009622904,0.0002611749,0.000003858452,0.000006269868,0.00002508588,0.0002231205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3342417,"threshold_uncertainty_score":0.972524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07542676097602023,"score_gpt":0.3239241259555219,"score_spread":0.2484973649795016,"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."}}