{"id":"W2066084358","doi":"10.1111/j.1399-0004.2011.01801.x","title":"Valuing gene testing in children with possible neurofibromatosis 1","year":2011,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"Faculty of Medicine, University of British Columbia; Child and Family Research Institute","keywords":"Neurofibromatosis; Genetic testing; Medical diagnosis; Medicine; Genetic diagnosis; Health care; Diagnostic test; Genetic counseling; MEDLINE; Pediatrics; Intensive care medicine; Family medicine; Pathology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003043551,0.0001997792,0.0004478582,0.00009892051,0.00005472662,0.0000221728,0.000151646,0.0001270678,0.00004917435],"category_scores_gemma":[0.0003578248,0.0001579661,0.0001075181,0.0004096383,0.0001518429,0.00004267235,0.0001010054,0.0003161167,0.00004911247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001091778,"about_ca_system_score_gemma":0.000118488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002892167,"about_ca_topic_score_gemma":0.000002404208,"domain_scores_codex":[0.99809,0.0001071044,0.0007253152,0.0004824616,0.0002349423,0.0003601817],"domain_scores_gemma":[0.9987674,0.0002100196,0.0001454761,0.0005177394,0.00008772364,0.0002715956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000999834,0.0003414311,0.9917573,0.00001620458,0.0000372068,0.0001583261,0.00003850439,0.000006651624,0.002826234,0.00001184915,0.00007195467,0.004634294],"study_design_scores_gemma":[0.001499439,0.001968072,0.9828078,0.000112097,0.0001097441,0.0007696552,0.0000143319,0.0003265779,0.01211634,0.00005681086,0.00003551997,0.0001836451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969282,0.0002817705,0.00005072276,0.00004526186,0.00009561217,0.000359398,0.000005150887,0.00009044554,0.002143487],"genre_scores_gemma":[0.9614654,0.00007484628,0.03768819,0.0004728969,0.0001593998,0.00001062227,0.000006813772,0.00005305071,0.00006879195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03763747,"threshold_uncertainty_score":0.6441672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288971723603831,"score_gpt":0.3258578993868234,"score_spread":0.1969607270264402,"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."}}