{"id":"W1991900845","doi":"10.1038/nrclinonc.2014.3","title":"Bilateral breast cancers","year":2014,"lang":"en","type":"review","venue":"Nature Reviews Clinical Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Breast cancer; Medicine; Mastectomy; Cancer; Oncology; Prophylactic Mastectomy; Internal medicine; Gynecology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002516696,0.0005393293,0.0007634644,0.00137193,0.0002119272,0.0006946583,0.0005365691,0.0008168334,0.0078287],"category_scores_gemma":[0.0006990327,0.0002209686,0.0003080454,0.0008395395,0.0004095655,0.0006486109,0.0006769513,0.001347431,0.003228698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004614932,"about_ca_system_score_gemma":0.0005839719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008891302,"about_ca_topic_score_gemma":0.002882724,"domain_scores_codex":[0.9998538,0.0000204984,0.00001187862,0.00003109424,0.00005769016,0.0000249768],"domain_scores_gemma":[0.9998664,0.00005166482,0.00001961537,0.000009141186,0.00002719353,0.00002601532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003983885,0.00002032746,0.000371448,0.002128276,0.00003430327,0.00125126,0.00001702091,0.0002034454,0.00131285,0.002410414,0.07150527,0.9207054],"study_design_scores_gemma":[0.0000189947,0.00002512983,0.001236001,0.001739438,0.00007092654,0.01968282,0.00003667621,0.00009838914,0.000625457,0.001646128,0.9748069,0.00001319288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004887856,0.9863248,0.0007202558,0.00103026,0.0009237825,0.00001051375,0.00006750377,0.00004550581,0.01038868],"genre_scores_gemma":[0.007568893,0.9800923,0.0007087816,0.001989012,0.001361624,0.00001272996,0.0001936478,0.00001037524,0.008062667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0078287,"threshold_uncertainty_score":0.02618963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08416437266293572,"score_gpt":0.5034406087044148,"score_spread":0.419276236041479,"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."}}