{"id":"W4307508790","doi":"10.1136/bmjopen-2021-060591","title":"Epidemiology, aetiology, interventions and genomics in children with arthrogryposis multiplex congenita: protocol for a multisite registry","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Alberta Health Services; Shriners Hospitals for Children - Canada; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Shriners Hospitals for Children","keywords":"Medicine; Arthrogryposis multiplex congenita; Epidemiology; Etiology; Arthrogryposis; Genomics; Psychological intervention; Protocol (science); Pediatrics; Pathology; Genetics; Alternative medicine; Genome; Surgery; Psychiatry; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177816,0.0001181369,0.0003763972,0.0001007153,0.0001752139,0.00001335026,0.0002349258,0.00005061731,0.0001354676],"category_scores_gemma":[0.0003453256,0.0001001039,0.00009718221,0.000124014,0.0001913015,0.00003670542,0.0006460194,0.0002398049,0.000002762013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005132052,"about_ca_system_score_gemma":0.0001525414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004423331,"about_ca_topic_score_gemma":0.0006042497,"domain_scores_codex":[0.9985485,0.0003270736,0.0003559261,0.0003946754,0.00008916239,0.0002846791],"domain_scores_gemma":[0.999228,0.0001370082,0.0001258748,0.0003632835,0.00004662604,0.00009918278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00183957,0.0003603368,0.9910907,0.0001762008,0.0001779629,0.0000122367,0.00008768785,0.00005115469,0.0001862488,0.0001165362,0.00141741,0.004483978],"study_design_scores_gemma":[0.01527457,0.001778615,0.9654345,0.0001275469,0.00005577979,0.0005593317,0.0003929974,0.0007183259,0.00005760166,0.0001532113,0.01527373,0.000173778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3105713,0.0001148794,0.0004901055,0.002156412,0.00001257779,0.6863064,0.00009214805,0.00001614807,0.0002399961],"genre_scores_gemma":[0.07704996,0.000007046895,0.008697048,0.0005507406,0.00002565414,0.9128682,0.0001110706,0.0000276167,0.0006626777],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2335214,"threshold_uncertainty_score":0.408212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2308249276871149,"score_gpt":0.5109907806682287,"score_spread":0.2801658529811138,"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."}}