{"id":"W2624052712","doi":"10.1097/bpo.0000000000000997","title":"Genetics and Classifications","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Arthrogryposis; Arthrogryposis multiplex congenita; Medicine; Abnormality; Pediatrics; Muscle contracture; Anatomy; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003229004,0.00007055618,0.0001765581,0.0001514234,0.000196876,0.00005379113,0.0001467855,0.00006004007,0.00003304078],"category_scores_gemma":[0.0005191018,0.00005559343,0.0001160989,0.00006179962,0.0001114046,0.00006053944,0.00006237826,0.0002725399,0.000005736991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118987,"about_ca_system_score_gemma":0.0002941116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001224338,"about_ca_topic_score_gemma":0.000001569786,"domain_scores_codex":[0.9990652,0.00002224206,0.0002808198,0.00009018178,0.0004004605,0.0001410568],"domain_scores_gemma":[0.9987833,0.00003812532,0.0003204497,0.0003118617,0.0002902737,0.0002559838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003855184,0.0001092095,0.9579793,0.00005627999,0.00004535677,0.0001487591,0.00004703437,0.000001158161,0.0003476895,0.00009008572,0.003268709,0.03786781],"study_design_scores_gemma":[0.001660258,0.0004156001,0.9669845,0.000009772719,0.0004145882,0.000566171,0.00007447386,0.00009959529,0.00007995625,0.0001615605,0.02946016,0.00007334751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879127,0.006185561,0.0007689417,0.002728789,0.0002370823,0.0001176996,0.000002252275,0.000004528337,0.002042467],"genre_scores_gemma":[0.9679496,0.02773219,0.002429251,0.0001089107,0.001275213,0.00000108508,6.519378e-7,0.00001404665,0.0004890508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03779447,"threshold_uncertainty_score":0.2267034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878663329780764,"score_gpt":0.3515093548305899,"score_spread":0.3027227215327823,"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."}}