{"id":"W1494806636","doi":"10.3747/co.22.2660","title":"BRCA1/2 Population Screening: Embracing the Benefits","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Family medicine; Environmental health","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":[0.01321875,0.0003888888,0.0007230059,0.0006263073,0.001681435,0.003550098,0.001274694,0.01033026,0.004116225],"category_scores_gemma":[0.03521964,0.0002756607,0.0004637471,0.0002935091,0.005671196,0.004124912,0.002634474,0.008162283,0.0007671608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862856,"about_ca_system_score_gemma":0.009017872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547837,"about_ca_topic_score_gemma":0.02413864,"domain_scores_codex":[0.9957789,0.00154462,0.0002324423,0.000393913,0.001492365,0.0005576969],"domain_scores_gemma":[0.9876361,0.005266126,0.0009204318,0.0006572349,0.002647704,0.002872315],"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":[0.0009778594,0.0005504285,0.05812475,0.001004327,0.0003599763,0.001562625,0.001906436,0.00149334,0.0051949,0.0780639,0.2808483,0.5699131],"study_design_scores_gemma":[0.0006721432,0.001772895,0.1222459,0.004819893,0.0007123802,0.003380121,0.005726017,0.002178642,0.002266423,0.2060955,0.6498798,0.0002503263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01408533,0.01011414,0.00200588,0.9549147,0.002805234,0.00003804652,0.0000721449,0.00008022191,0.01588417],"genre_scores_gemma":[0.3411213,0.01628803,0.005301198,0.6166589,0.01411394,0.0001048759,0.00008277461,0.00004888255,0.006280029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01547837,"threshold_uncertainty_score":0.06990832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292581607456408,"score_gpt":0.3956395610136062,"score_spread":0.2663814002679654,"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."}}