{"id":"W4243013115","doi":"10.1001/jama.289.2.164-c","title":"Breast Cancer Risk","year":2003,"lang":"en","type":"article","venue":"JAMA","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Gynecology; Obstetrics; Oncology; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391972,0.0002510644,0.0003421029,0.001230985,0.0003025589,0.0004696661,0.0002759576,0.0004596221,0.01600553],"category_scores_gemma":[0.001533935,0.0001289994,0.0004756276,0.001365061,0.0001060183,0.0001542163,0.0002210713,0.0006557385,0.003207294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000516921,"about_ca_system_score_gemma":0.0003146716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02176242,"about_ca_topic_score_gemma":0.03172645,"domain_scores_codex":[0.999568,0.00007282067,0.00002346155,0.0000757874,0.0001878914,0.00007198271],"domain_scores_gemma":[0.999625,0.00004431673,0.0001121056,0.00002870344,0.0001072327,0.00008264096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005028586,0.0001741254,0.8360478,0.0003568244,0.0006840507,0.0003601488,0.0001743773,0.0004636128,0.0008960787,0.003066363,0.0464677,0.1108062],"study_design_scores_gemma":[0.00004025356,0.0001361172,0.9317617,0.0001451353,0.0002186857,0.002167968,0.000141148,0.0003372424,0.0002099917,0.001040943,0.06378298,0.00001777822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4691353,0.06975738,0.00382389,0.006471847,0.0009408133,0.0004037932,0.08719263,0.0005652195,0.3617091],"genre_scores_gemma":[0.8938775,0.01913733,0.002013205,0.001535081,0.0005054331,0.0001914238,0.02385034,0.0000326936,0.05885696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02176242,"threshold_uncertainty_score":0.05354387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0052401449128092,"score_gpt":0.2363699747888695,"score_spread":0.2311298298760603,"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."}}