{"id":"W4386849848","doi":"10.3390/curroncol30090620","title":"Healthcare and Cancer Treatment Costs of Breast Screening Outcomes among Higher than Average Risk Women","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Canada Research Chairs; Public Health Ontario; University Health Network; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Health care; Family history; Demography; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005011031,0.0002430689,0.0003887315,0.001204753,0.0006837512,0.0008664873,0.0006216099,0.0002962247,0.001136552],"category_scores_gemma":[0.00371138,0.000326825,0.001078019,0.003165335,0.0003041893,0.0003716128,0.0007203597,0.00045127,0.0001060841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107121,"about_ca_system_score_gemma":0.005490407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8455985,"about_ca_topic_score_gemma":0.8913602,"domain_scores_codex":[0.9991677,0.0001401964,0.0001022647,0.0001442324,0.0001999461,0.0002456153],"domain_scores_gemma":[0.998553,0.000165927,0.0007278221,0.00007523697,0.0002671965,0.0002108034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001983302,0.00002994264,0.9941705,0.00005277949,0.0002196289,0.00007170492,0.00008305258,0.001054598,0.00006031224,0.00008711018,0.0008957838,0.003076202],"study_design_scores_gemma":[0.00001950965,0.00003011483,0.9982345,0.00002866994,0.0000684692,0.00007403914,0.0001060085,0.0009207622,0.00002480509,0.00004314145,0.0004432188,0.00000668125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831576,0.0005290196,0.00004525809,0.0001534732,0.000004989386,0.00002439917,0.01528164,0.000006474523,0.0007971177],"genre_scores_gemma":[0.9902875,0.0002514074,0.00009160565,0.00003375706,0.000006271296,0.00002576052,0.008985256,0.000001862952,0.0003164706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8455985,"threshold_uncertainty_score":0.3106216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793840367963523,"score_gpt":0.4530647593851168,"score_spread":0.2736807225887644,"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."}}