{"id":"W2131389080","doi":"10.3747/co.19.925","title":"Choices for Young Women at Intermediate Risk of Breast Cancer","year":2012,"lang":"en","type":"article","venue":"Current Oncology","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":"Medicine; Breast cancer; Lifetime risk; Cancer; Gynecology; Oncology; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004268588,0.0001065293,0.0002440577,0.0002771621,0.000943862,0.0006231691,0.0002668659,0.001168092,0.02977527],"category_scores_gemma":[0.002355641,0.0001049884,0.0003101347,0.0001787608,0.0001467928,0.0007527869,0.0005490858,0.001100767,0.004682478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897214,"about_ca_system_score_gemma":0.0007112673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616721,"about_ca_topic_score_gemma":0.004926092,"domain_scores_codex":[0.9998511,0.0000563433,0.000007866889,0.00001220883,0.00003388436,0.00003859477],"domain_scores_gemma":[0.9992954,0.0001227046,0.00006938246,0.00001162552,0.00005999017,0.0004408828],"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":[0.0009430842,0.001583939,0.08680533,0.0009421283,0.0001077552,0.003360257,0.003421546,0.0002202474,0.001994257,0.003922732,0.2863727,0.6103261],"study_design_scores_gemma":[0.000456771,0.00138267,0.1472531,0.002801959,0.0002104196,0.005927449,0.0155914,0.0004252416,0.001024456,0.01523288,0.809594,0.00009974474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.433426,0.05520742,0.004306871,0.2549324,0.006879915,0.0004565305,0.003133171,0.0004444861,0.2412132],"genre_scores_gemma":[0.7380762,0.04507051,0.01354146,0.06743393,0.002274609,0.0006242031,0.002220324,0.0001015658,0.1306571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02977527,"threshold_uncertainty_score":0.09960818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037662656812862,"score_gpt":0.383192538205642,"score_spread":0.3428159116375133,"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."}}