{"id":"W2050057821","doi":"10.1016/j.nmd.2013.11.003","title":"Approach to the diagnosis of congenital myopathies","year":2013,"lang":"en","type":"article","venue":"Neuromuscular Disorders","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Medical Research Council; National Institutes of Health","keywords":"Medicine; Computer science","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":[0.0001103077,0.0001409718,0.0002819079,0.00007012,0.00009356875,0.00001614232,0.000121657,0.00003918482,0.00003751494],"category_scores_gemma":[0.0002044282,0.00009147886,0.0002570045,0.0002822311,0.0001411153,0.00005175961,0.0001029701,0.0001227916,0.00007771161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007834421,"about_ca_system_score_gemma":0.00001717649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002165067,"about_ca_topic_score_gemma":0.00001687846,"domain_scores_codex":[0.9990494,0.00005783172,0.0001790552,0.000229522,0.0002765944,0.0002076061],"domain_scores_gemma":[0.9993125,0.00006980444,0.00003659548,0.0004087638,0.00009104754,0.00008126718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002793577,0.002727096,0.5728816,0.0009563584,0.002057808,0.00002773546,0.01845173,0.0005647918,0.006670866,0.003003943,0.1622586,0.2301201],"study_design_scores_gemma":[0.001143922,0.0004631239,0.8854039,0.00003463791,0.0004124306,0.00003674493,0.003896962,0.00009417434,0.001004812,0.0001677327,0.1070926,0.0002489867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737503,0.002052357,0.0003016084,0.00416203,0.0002089823,0.001162564,0.000007660606,0.00004921421,0.01830526],"genre_scores_gemma":[0.9975214,0.0005156979,0.0002060458,0.0009594554,0.00007330474,0.000530875,0.00000543077,0.00002186541,0.0001659117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3125222,"threshold_uncertainty_score":0.37304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319890390714236,"score_gpt":0.2267512820412705,"score_spread":0.2135523781341281,"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."}}