{"id":"W4392293954","doi":"10.1177/08465371241234544","title":"Breast Cancer Screening in the Intermediate-Risk Population: Falling Through the Cracks?","year":2024,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Ambiguity; Breast cancer screening; Breast cancer; Falling (accident); Risk assessment; Population; Strengths and weaknesses; Cancer; Lifetime risk; Cancer screening; Risk analysis (engineering); Mammography; Environmental health; Internal medicine; Computer security","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":[0.004683096,0.0007072813,0.002897229,0.002425634,0.0004376833,0.002120849,0.001718958,0.001995001,0.00318684],"category_scores_gemma":[0.01282405,0.0004665484,0.001790702,0.00276554,0.0009789724,0.002945492,0.001126815,0.00331948,0.0006891884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945584,"about_ca_system_score_gemma":0.005614886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980277,"about_ca_topic_score_gemma":0.04163991,"domain_scores_codex":[0.9980493,0.0007671975,0.0003240017,0.000152032,0.0005899071,0.0001176164],"domain_scores_gemma":[0.9944474,0.0036732,0.0004954826,0.00009679855,0.001141739,0.0001453406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008112848,0.00002400153,0.0004609177,0.04334768,0.0003990112,0.00007324303,0.0001845844,0.0002214984,0.00009927071,0.00511854,0.03659495,0.9133952],"study_design_scores_gemma":[0.0001126029,0.000140453,0.003749428,0.2151975,0.00189527,0.001405925,0.0007650853,0.0004120939,0.0001564348,0.01200373,0.7640905,0.00007090531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005220234,0.9976727,0.00006125066,0.001809075,0.0001218467,0.000003515748,0.0000107855,0.000003124568,0.000265477],"genre_scores_gemma":[0.0007669275,0.9982614,0.0001802667,0.0005873444,0.000111599,0.000006006372,0.00001367139,0.000001648256,0.00007128986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01980277,"threshold_uncertainty_score":0.03937501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09565149191120025,"score_gpt":0.3898858815267724,"score_spread":0.2942343896155721,"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."}}