{"id":"W2888522550","doi":"10.1002/ppul.24145","title":"Respiratory health service utilization of children with neuromuscular disease","year":2018,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ontario Tech University; London Health Sciences Centre; Western University; University of Ottawa; West Park Healthcare Centre; Ottawa Hospital; Health Sciences Centre; SickKids Foundation; University of Toronto; Sunnybrook Health Science Centre","funders":"Muscular Dystrophy Canada","keywords":"Medicine; Pediatrics; Population; Cerebral palsy; Cohort; Neuromuscular disease; Respiratory disease; Guideline; Respiratory therapist; Respiratory system; Emergency medicine; Physical therapy; Disease; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008191391,0.0001819826,0.0002328002,0.001222908,0.0002909317,0.0004895637,0.0005081592,0.0003882082,0.001297574],"category_scores_gemma":[0.003015931,0.000192454,0.0005541088,0.001610061,0.0002324063,0.0004643445,0.0007546461,0.0006573081,0.000196529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215382,"about_ca_system_score_gemma":0.001135824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05711771,"about_ca_topic_score_gemma":0.06424338,"domain_scores_codex":[0.9986686,0.0002471058,0.0002679726,0.0002395756,0.0003126387,0.0002641202],"domain_scores_gemma":[0.9975466,0.0002510502,0.001678802,0.00006167824,0.0002313908,0.0002305049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006264051,0.000009429918,0.9986866,0.00001949316,0.00002394378,0.00002820908,0.00005742318,0.00004130234,0.00002326516,0.00001176298,0.0002121589,0.0008801782],"study_design_scores_gemma":[0.000001306729,0.0000169817,0.9994122,0.00001961858,0.000006665616,0.0001248947,0.0001525788,0.00007338113,0.00001850169,0.000004247454,0.0001681551,0.000001515167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929284,0.0008795301,0.00006696579,0.0002761369,0.0000120315,0.00001789472,0.00491683,0.00001044712,0.0008916928],"genre_scores_gemma":[0.9969667,0.0004316725,0.0001381677,0.00008852004,0.00001445396,0.00002687319,0.002214962,0.000002524256,0.0001160919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05711771,"threshold_uncertainty_score":0.1135705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062774158314515,"score_gpt":0.3234688085893017,"score_spread":0.2828410670061565,"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."}}