{"id":"W2140165274","doi":"10.1002/ppul.22548","title":"Respiratory management strategies for Duchenne muscular dystrophy: practice variation amongst canadian sub‐specialists","year":2012,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Duchenne muscular dystrophy; Pulmonary function testing; Polysomnography; Physical therapy; Respiratory system; Muscular dystrophy; Respiratory therapist; Pediatrics; Intensive care medicine; Internal medicine; Apnea","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":[0.0003502463,0.0001903135,0.0001612042,0.0001592742,0.000185413,0.00002326167,0.0002057022,0.0003308296,0.0000238718],"category_scores_gemma":[0.0001712397,0.0002066506,0.00009149028,0.0001387101,0.00006511966,0.00003524669,0.00006254173,0.0001123334,0.00003848653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005351876,"about_ca_system_score_gemma":0.0002350338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002555247,"about_ca_topic_score_gemma":0.002811251,"domain_scores_codex":[0.9985306,0.0001411649,0.000235142,0.0003735976,0.00007398154,0.000645458],"domain_scores_gemma":[0.9991425,0.00003807847,0.0001426758,0.0003572383,0.0001184689,0.0002010493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007289406,0.003994539,0.1296878,0.001548695,0.003444476,0.0001943831,0.002644686,0.002949462,0.2672609,0.3523528,0.1976825,0.03095029],"study_design_scores_gemma":[0.002400534,0.0008830549,0.3057374,0.000003001047,0.0006225577,0.00002663236,0.001071922,0.00003978366,0.001251793,0.003965784,0.6829867,0.001010884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845579,0.002921929,0.002892511,0.0005136049,0.00106585,0.0006230002,0.0000444619,0.00002999523,0.007350721],"genre_scores_gemma":[0.99504,0.0004544455,0.0008427518,0.001087002,0.002056041,0.0002086282,0.0002219248,0.00002682782,0.00006239442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4853041,"threshold_uncertainty_score":0.8426966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009985845803066504,"score_gpt":0.2522792521956778,"score_spread":0.2422934063926113,"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."}}