{"id":"W3020877862","doi":"","title":"Screening mammography for women aged 40 to 49 years at average risk for breast cancer: an evidence-based analysis.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Breast cancer; Mammography screening; Obstetrics; Gynecology; Cancer; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002781348,0.0002330427,0.0005460066,0.0006318521,0.0002332934,0.000061413,0.0002400173,0.0001194352,0.00007502167],"category_scores_gemma":[0.0003053096,0.000225874,0.0004466636,0.001456891,0.00005436935,0.0002555611,0.00004382617,0.0001521172,0.000002685073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824721,"about_ca_system_score_gemma":0.0000740106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009982948,"about_ca_topic_score_gemma":0.002831039,"domain_scores_codex":[0.9972179,0.00004922797,0.0004266332,0.0006148949,0.0005220987,0.001169281],"domain_scores_gemma":[0.9978753,0.000339065,0.0001996846,0.0004694312,0.0002222662,0.0008942619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009563821,0.00005198488,0.6029286,0.00007264883,0.0006647738,0.00002277851,0.0003293574,0.002057535,0.0001509065,0.000005610523,0.001209691,0.3829423],"study_design_scores_gemma":[0.0020085,0.0002430484,0.989723,0.00008024794,0.0008082432,0.000005826929,0.0002175499,0.0006431683,0.0005165185,0.00002811856,0.005458409,0.0002673806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410865,0.0004807501,0.05404103,0.00072112,0.0001449031,0.002815484,0.0004989809,0.0001130795,0.00009815246],"genre_scores_gemma":[0.9861649,0.00004302393,0.00547325,0.00271078,0.0004913176,0.004417082,0.00005630073,0.00003899578,0.0006043593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3867944,"threshold_uncertainty_score":0.9210876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0793396958494292,"score_gpt":0.3290682783813621,"score_spread":0.2497285825319329,"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."}}