{"id":"W2181076860","doi":"10.1111/cge.12686","title":"Response to Evans et al.","year":2015,"lang":"en","type":"letter","venue":"Clinical Genetics","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Unit (ring theory); Breast cancer; Sociology; Library science; Psychology; Medicine; Cancer; Computer science; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001995457,0.0003705671,0.0004127266,0.0000832269,0.00004466725,0.00005450642,0.0007552159,0.001408333,0.00005674837],"category_scores_gemma":[0.002010734,0.0003840913,0.0002891479,0.0001499464,0.0002057802,0.000001077429,0.0005031819,0.001174168,0.0005314646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009343139,"about_ca_system_score_gemma":0.001664775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002255494,"about_ca_topic_score_gemma":0.00001305826,"domain_scores_codex":[0.9963925,0.0008997128,0.0007766483,0.001035033,0.0004473869,0.0004487282],"domain_scores_gemma":[0.9972256,0.0002447492,0.000196504,0.001616496,0.0004684864,0.0002481908],"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":[0.0002797089,0.00003441398,0.0001346802,0.000007677197,0.0001026153,0.00003884647,0.00002392663,0.0001894089,0.002694604,4.451169e-7,0.9938198,0.002673886],"study_design_scores_gemma":[0.0005098692,0.0009915903,0.000307136,0.00002203768,0.00005811028,0.00001625432,0.000009616152,0.00001343763,0.001414869,0.00008222468,0.9960896,0.0004852626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01911999,0.00185929,0.001418268,0.9718193,0.003184772,0.0005229529,0.0003520338,0.0000340991,0.001689303],"genre_scores_gemma":[0.000916235,0.0006957943,0.009470358,0.9694335,0.003978003,0.00008181612,0.0007749303,0.0001505733,0.01449879],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01820375,"threshold_uncertainty_score":0.9998881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07889083486419732,"score_gpt":0.4243311783769231,"score_spread":0.3454403435127258,"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."}}