{"id":"W2969989186","doi":"10.1002/cncr.32405","title":"Predictors of uptake of contralateral prophylactic mastectomy in women with nonhereditary breast cancer","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Mount Sinai Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Mastectomy; Prophylactic Mastectomy; Cancer; Gynecology; Oncology; Internal medicine; Obstetrics","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":[0.0004335372,0.0001546294,0.0001481457,0.0003527985,0.000215957,0.0002880465,0.000220566,0.0002702088,0.001741066],"category_scores_gemma":[0.003260098,0.00009418504,0.0001857344,0.0003952291,0.0002182441,0.0001465401,0.0002550067,0.0003586492,0.000122736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912264,"about_ca_system_score_gemma":0.0002930936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208061,"about_ca_topic_score_gemma":0.003411581,"domain_scores_codex":[0.9998015,0.00005984536,0.00002143996,0.00002142807,0.00005449632,0.00004141846],"domain_scores_gemma":[0.9981573,0.0005045095,0.0008553701,0.00004429485,0.0001167011,0.0003217797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003730299,0.00001146696,0.9989457,0.000004698788,0.000005128929,0.00003966867,0.0000184554,0.00001654283,0.00004689658,0.000002620548,0.00003406769,0.0008375522],"study_design_scores_gemma":[0.000001777399,0.00004665146,0.9995546,0.000002851457,0.000004351699,0.0001959137,0.00007128542,0.00005348163,0.00001789155,0.00000460798,0.000045598,8.90309e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992839,0.0002605083,0.00001469903,0.00007081286,0.000004329953,0.000004813957,0.00006799553,0.000001671015,0.0002913929],"genre_scores_gemma":[0.9997714,0.00008595041,0.00002196843,0.00001270807,0.000005678341,0.000002956794,0.0000641658,4.405565e-7,0.00003464441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208061,"threshold_uncertainty_score":0.005824387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005726024811443996,"score_gpt":0.2207688451388008,"score_spread":0.2150428203273568,"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."}}