{"id":"W2028424042","doi":"10.1016/j.jmwh.2008.12.010","title":"Breast Cancer Screening Recommendations: Is Mammography the Only Answer?","year":2009,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mammography; Medicine; Breast cancer; Breast cancer screening; Mammography screening; Screening mammography; Gynecology; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0140412,0.0006213324,0.001420378,0.001743092,0.001903819,0.004432395,0.002468571,0.01337861,0.0146579],"category_scores_gemma":[0.1207086,0.0004389238,0.0005498161,0.001817353,0.003812328,0.006489677,0.002109283,0.009101996,0.004318805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003393354,"about_ca_system_score_gemma":0.009774613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009998696,"about_ca_topic_score_gemma":0.01668768,"domain_scores_codex":[0.9874212,0.006484258,0.001157621,0.0006731482,0.003740736,0.0005229976],"domain_scores_gemma":[0.9452304,0.03198868,0.006074097,0.0007828597,0.01217486,0.003748982],"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":[0.0001166642,0.0001365287,0.003887268,0.00273553,0.00008431113,0.0002871463,0.0007238947,0.0001966149,0.000265664,0.02358551,0.7755338,0.1924471],"study_design_scores_gemma":[0.0001482486,0.0001691249,0.008876288,0.02527058,0.0002737775,0.001064344,0.006728005,0.0005469138,0.0003163722,0.08748215,0.8689855,0.0001386841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005528855,0.01517515,0.0003153472,0.9766859,0.003292894,0.00001022006,0.00007893286,0.00001585453,0.00387276],"genre_scores_gemma":[0.06452025,0.1770687,0.01209818,0.7068158,0.02804213,0.0001880767,0.0007565595,0.00008441182,0.01042596],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0146579,"threshold_uncertainty_score":0.07425785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144859450726303,"score_gpt":0.3839356725801383,"score_spread":0.3224870780728753,"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."}}