{"id":"W2094703672","doi":"10.1002/bdra.20738","title":"Prevalence of multiple congenital contractures including arthrogryposis multiplex congenita in Alberta, Canada, and a strategy for classification and coding","year":2010,"lang":"en","type":"article","venue":"Birth Defects Research Part A Clinical and Molecular Teratology","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Alberta Children's Hospital; University of Calgary; University of British Columbia; Alberta Health Services","funders":"","keywords":"Arthrogryposis multiplex congenita; Arthrogryposis; Cohort; Medicine; Pediatrics; Muscle contracture; Population; Cohort study; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009679365,0.0001517694,0.0004498055,0.0001588505,0.0001213475,0.00003119435,0.00008554733,0.0002190083,0.00001314004],"category_scores_gemma":[0.004564432,0.0001310666,0.00006012967,0.0001329252,0.001011031,0.00003810073,0.00013316,0.0006324901,3.718042e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008337216,"about_ca_system_score_gemma":0.0004942488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02294123,"about_ca_topic_score_gemma":0.3907689,"domain_scores_codex":[0.9977947,0.0004033617,0.0004974664,0.0005465805,0.0002827084,0.0004751654],"domain_scores_gemma":[0.996371,0.002683636,0.00007104655,0.000232356,0.0002956355,0.0003463349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006032977,0.0001699221,0.9009262,0.0006251996,0.00008985434,0.00008017211,0.00006822275,4.435116e-7,0.08646363,0.0009968762,0.00005543175,0.009920743],"study_design_scores_gemma":[0.006695493,0.001133089,0.973451,0.00009959454,0.00006366917,0.0001387745,0.0001416568,0.005083656,0.009498606,0.0002653028,0.003236308,0.0001928176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995873,0.001648978,0.00007851754,0.0006546267,0.0000513932,0.001581771,0.000033026,0.000005749784,0.00007291028],"genre_scores_gemma":[0.9978942,0.001408521,0.000226764,0.0001641258,0.00002842683,0.0001852144,0.00001266618,0.00001859476,0.00006147751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3678277,"threshold_uncertainty_score":0.9835651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068943591620976,"score_gpt":0.4142699889471674,"score_spread":0.3073756297850699,"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."}}