{"id":"W4213460311","doi":"","title":"[SCREENING WOMEN AT HIGH RISK FOR BREAST CANCER - BRCA AND BEYOND].","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Family history; Mammography; Cancer; Radiation therapy; Incidence (geometry); Prospective cohort study; Disease; Internal medicine; Cohort; Oncology; Gynecology; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006843077,0.0002496378,0.0002148027,0.0008555476,0.0004765127,0.0003431362,0.0006427734,0.0005850527,0.01034252],"category_scores_gemma":[0.001817494,0.0001265279,0.0002356725,0.001833505,0.000240461,0.0003386376,0.0005105067,0.0004992004,0.002031869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007405155,"about_ca_system_score_gemma":0.003449404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.135135,"about_ca_topic_score_gemma":0.225621,"domain_scores_codex":[0.9997268,0.00006071628,0.00002839131,0.00003179081,0.0001077479,0.00004456304],"domain_scores_gemma":[0.9989287,0.00009091393,0.0002665647,0.00005284647,0.0004287855,0.0002320767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003066457,0.00008018299,0.1277423,0.002359106,0.00005811642,0.0008167846,0.000619402,0.00006605455,0.0007008745,0.001025385,0.4687214,0.3975036],"study_design_scores_gemma":[0.000179034,0.0002540501,0.662596,0.001964176,0.0001095649,0.001373962,0.0004519339,0.00006667363,0.00008915793,0.0002875431,0.3326073,0.0000206822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2442628,0.2212437,0.003206808,0.1081977,0.01613336,0.006878118,0.1150897,0.001009198,0.2839787],"genre_scores_gemma":[0.4521247,0.1537969,0.01111673,0.07456593,0.008863453,0.007423489,0.09584763,0.0001714506,0.1960897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.135135,"threshold_uncertainty_score":0.268697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590126359763703,"score_gpt":0.2366959144180346,"score_spread":0.2207946508203976,"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."}}