{"id":"W3009341808","doi":"10.1186/s13053-020-0134-4","title":"On the road with Henry Lynch","year":2020,"lang":"en","type":"editorial","venue":"Hereditary Cancer in Clinical Practice","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Women's College Hospital; Public Health Ontario","funders":"","keywords":"Medicine; Human genetics; General surgery; Genetics","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001616788,0.0004333956,0.0004851378,0.00003745671,0.0001084695,0.00006407392,0.0008337465,0.001268684,0.0002782627],"category_scores_gemma":[0.01741732,0.0003108098,0.0001929154,0.0002721305,0.0003149632,0.00001621043,0.0002474232,0.00297172,0.0001058828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442006,"about_ca_system_score_gemma":0.003677311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004258425,"about_ca_topic_score_gemma":0.0009922382,"domain_scores_codex":[0.9957766,0.0008166504,0.0008857228,0.001209116,0.0009309745,0.0003809613],"domain_scores_gemma":[0.9925687,0.005145882,0.0006107224,0.001076525,0.0004502092,0.0001479411],"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":[0.002083541,0.0001739177,0.00005466212,0.00004155828,0.0003756235,0.0001235703,0.00003133055,0.0004188191,0.00001537098,0.00002375711,0.9888856,0.007772217],"study_design_scores_gemma":[0.001024187,0.001081447,0.0002135316,0.0001476401,0.0001829134,0.000007993406,0.0001905606,0.00002606432,0.00006547119,0.00009403817,0.9965478,0.0004183924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001398927,0.008063919,0.00008067874,0.03178016,0.9390155,0.0009369304,0.0008290795,0.00004041877,0.01785435],"genre_scores_gemma":[0.006957003,0.00584108,0.0008176832,0.009984666,0.974231,0.000482544,0.0005138605,0.0001567254,0.001015423],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03521548,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396448844212369,"score_gpt":0.3948101661481399,"score_spread":0.3608456777060162,"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."}}