{"id":"W1964182297","doi":"10.1016/j.ypmed.2011.06.014","title":"Impact of age-specific recommendation changes on organized breast screening programs","year":2011,"lang":"en","type":"review","venue":"Preventive Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Population; Mammography; Screening mammography; Family medicine; Mammography screening; Quality assurance; Breast cancer screening; MEDLINE; Quality (philosophy); Gerontology; Environmental health; Breast cancer; Pathology; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008883993,0.0006449653,0.00300813,0.0005017506,0.00006739557,0.00001098106,0.000276393,0.00028885,0.002524096],"category_scores_gemma":[0.0001707196,0.0004065517,0.0006518018,0.0009296194,0.000237108,0.00006106329,0.00010165,0.0006666682,0.0000516178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623514,"about_ca_system_score_gemma":0.0001931298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003734528,"about_ca_topic_score_gemma":0.00002985267,"domain_scores_codex":[0.9972024,0.0002924092,0.0009110168,0.0006428541,0.0004860392,0.0004652553],"domain_scores_gemma":[0.9976394,0.0001420845,0.001037002,0.0005456862,0.0003564909,0.0002793311],"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":[0.0002828358,0.0001704867,0.0002840151,0.003248317,0.0007245158,0.00005082706,0.0002862659,2.214397e-8,0.000006384537,0.00004116222,0.001743648,0.9931615],"study_design_scores_gemma":[0.002187765,0.00533806,0.002919769,0.1313958,0.002858728,0.0005724081,0.0001700924,0.000001392796,0.000005473387,0.00004856341,0.8540531,0.0004487654],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001056725,0.9920772,0.0005637487,0.0001565138,0.0002903951,0.00238137,0.00006797628,0.00009042265,0.004266663],"genre_scores_gemma":[0.0009816563,0.9947218,0.0006736331,0.00005230336,0.0009458998,0.0001314546,0.001749385,0.00009619628,0.0006476189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9927127,"threshold_uncertainty_score":0.9998387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3147329632728725,"score_gpt":0.4448331346825631,"score_spread":0.1301001714096905,"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."}}