{"id":"W2081649626","doi":"10.1159/000212103","title":"The Epidemiology and Aetiology of Female Breast Cancer","year":2009,"lang":"en","type":"article","venue":"Breast Care","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Incidence (geometry); Epidemiology; Etiology; Cancer; Gynecology; Oncology; Risk factor; Risk factors for breast 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":[0.0001366428,0.000097027,0.0001392569,0.00001711427,0.0001003867,0.000004111177,0.0001402094,0.0001228357,0.00001701566],"category_scores_gemma":[0.00003604795,0.00007157901,0.00005144242,0.0000521714,0.0002202219,0.000001614577,0.00005062421,0.00006002758,0.000001650417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002793336,"about_ca_system_score_gemma":0.0001192851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000603124,"about_ca_topic_score_gemma":0.0001278312,"domain_scores_codex":[0.99925,0.00009580696,0.0001798024,0.0002336331,0.00004042434,0.0002003585],"domain_scores_gemma":[0.9993886,0.00003704162,0.00008956897,0.0002752495,0.0001642865,0.00004520942],"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":[0.0004121237,0.00004172973,0.1763162,0.0000493803,0.0001487593,0.000002256872,0.0006274836,0.0003247614,0.0972186,0.002092989,0.005921797,0.7168439],"study_design_scores_gemma":[0.0005642264,0.0001746231,0.968774,0.00002239603,0.00003851517,0.0007464656,0.001101823,0.00001887323,0.01069803,0.0007038118,0.01695525,0.000201986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715576,0.01991439,0.0002126597,0.006445624,0.000262579,0.00016988,0.0003426606,0.00001042646,0.001084143],"genre_scores_gemma":[0.9979892,0.0008394728,0.0002277442,0.0004801855,0.0002466187,0.00002406865,0.00004317465,0.000008206784,0.0001412655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7924578,"threshold_uncertainty_score":0.2918907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160513398148933,"score_gpt":0.3002844644518227,"score_spread":0.2886793304703334,"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."}}