{"id":"W6921446440","doi":"10.6084/m9.figshare.c.3640532_d3","title":"Additional file 9: of Gene-expression patterns in peripheral blood classify familial breast cancer susceptibility","year":2015,"lang":"en","type":"article","venue":"Figshare","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":"Peripheral blood; Breast cancer; Expression (computer science); Gene expression; Cancer; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008355981,0.0008543481,0.001030839,0.001609174,0.000606106,0.001135224,0.001186382,0.0007357165,0.795784],"category_scores_gemma":[0.01466019,0.0004396419,0.0008269752,0.002290613,0.0001637507,0.0009804365,0.0006482129,0.0005335087,0.1108552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000977648,"about_ca_system_score_gemma":0.001113369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01998562,"about_ca_topic_score_gemma":0.03629168,"domain_scores_codex":[0.999594,0.00005270444,0.00006939784,0.0001060486,0.0001042997,0.00007356168],"domain_scores_gemma":[0.9890266,0.00777868,0.0006913824,0.0007078787,0.001435662,0.0003598045],"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":[0.0004228819,0.00007919413,0.01010515,0.00129881,0.00006731343,0.0001146942,0.00006439948,0.0004012665,0.0002153034,0.0002712069,0.9752628,0.01169702],"study_design_scores_gemma":[0.00641894,0.0004833584,0.2284934,0.003006382,0.0003887917,0.001293396,0.0006911107,0.004128446,0.002376058,0.008672948,0.7437848,0.0002623811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003415033,0.000009962125,0.0001384515,0.00005708616,0.00001027721,0.00002545087,0.9985988,0.000268987,0.0005495111],"genre_scores_gemma":[0.01346507,0.0001153147,0.002179401,0.0002688271,0.000069411,0.0006316684,0.9741104,0.0005798149,0.008580079],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.795784,"threshold_uncertainty_score":0.2912893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561354068055206,"score_gpt":0.2729859868493715,"score_spread":0.2473724461688194,"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."}}