{"id":"W2144581594","doi":"10.1136/jmedgenet-2015-103290","title":"Clinical and molecular predictors of mortality in neurofibromatosis 2: a UK national analysis of 1192 patients","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Genetics","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Missense mutation; Neurofibromatosis type 2; Mortality rate; Internal medicine; Neurofibromatosis; Proportional hazards model; Pediatrics; Genetics; Mutation; Biology; Pathology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006428006,0.0003504002,0.0005419962,0.0007713311,0.0004266007,0.0004985036,0.0004125414,0.0004685344,0.001074375],"category_scores_gemma":[0.001805781,0.0004027581,0.0004682401,0.001025536,0.0003252355,0.000355358,0.0006703496,0.0004695334,0.0002408463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005514278,"about_ca_system_score_gemma":0.000281847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043864,"about_ca_topic_score_gemma":0.009569921,"domain_scores_codex":[0.9993849,0.0001477038,0.00008949366,0.0001615908,0.0001274765,0.00008881187],"domain_scores_gemma":[0.998561,0.0003122832,0.0006293809,0.0001086938,0.0001593823,0.0002293425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008594292,0.000007723157,0.9991161,0.000006618042,0.00003164059,0.0001229488,0.0000408753,0.00003662668,0.00008548475,0.000005166011,0.00008805302,0.0003728826],"study_design_scores_gemma":[0.00001187174,0.00005170094,0.9990626,0.000007401909,0.00002044561,0.0004788096,0.00007865781,0.0001431821,0.00003039431,0.000007057248,0.0001040445,0.000003826395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991046,0.0001539144,0.00003656379,0.00002313038,0.000002440965,0.00000427246,0.0005539662,0.000001888264,0.0001193633],"genre_scores_gemma":[0.9986562,0.00009381047,0.00004072356,0.00001513352,0.000005185553,0.00001089197,0.001119932,0.000001772583,0.00005637947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043864,"threshold_uncertainty_score":0.02075577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05144840693109595,"score_gpt":0.3588676105640707,"score_spread":0.3074192036329748,"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."}}