{"id":"W2598673240","doi":"10.1200/jco.2013.31.15_suppl.1584","title":"U.S. Preventive Services Task Force (USPSTF) recommendations on breast cancer screening (BCS): Are they justified?","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomization; Task force; Population; Randomized controlled trial; Confounding; Internal medicine; Gynecology; Demography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001044067,0.0001522131,0.001053878,0.0001190797,0.00008268353,0.00002170242,0.0001843855,0.000287789,0.001466034],"category_scores_gemma":[0.0002710637,0.0001020082,0.0004526105,0.0001049344,0.00008307919,0.0002327259,0.00005390676,0.001101404,0.00005409209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001707545,"about_ca_system_score_gemma":0.0005124401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002227,"about_ca_topic_score_gemma":0.0007386237,"domain_scores_codex":[0.9974594,0.0002460243,0.001553243,0.0002035484,0.000289722,0.0002480685],"domain_scores_gemma":[0.995658,0.001108344,0.00202614,0.0001903153,0.0006147923,0.0004023746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002582757,0.001243109,0.2665522,0.00007438067,0.000792795,0.00007971972,0.0003815042,0.0001142334,0.0001341465,0.00006270793,0.0423455,0.6856369],"study_design_scores_gemma":[0.003913902,0.002690317,0.8860462,0.0006928928,0.0004405121,0.0001630413,0.0009590354,0.0002316063,0.00001579317,0.0004238606,0.1043034,0.0001194286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013479,0.0003144236,0.0002468294,0.09233485,0.002401631,0.000394126,0.00008302343,0.00001861121,0.002858543],"genre_scores_gemma":[0.9863708,0.001634348,0.001094677,0.007248411,0.002354781,0.00001725527,0.000008920918,0.00002207001,0.001248748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6855175,"threshold_uncertainty_score":0.9994467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044169688904349,"score_gpt":0.4695971175844514,"score_spread":0.3651801486940164,"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."}}