{"id":"W4308148816","doi":"10.1016/j.sleep.2022.10.028","title":"Ambulatory transcutaneous carbon dioxide monitoring for children with neuromuscular disease","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"West Park Healthcare Centre; Holland Bloorview Kids Rehabilitation Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Muscular Dystrophy Canada","keywords":"Ambulatory; Medicine; Polysomnography; Neuromuscular disease; Hypoventilation; Pediatrics; Prospective cohort study; Cohort; Nocturnal; Physical therapy; Disease; Internal medicine; Apnea; Respiratory system","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":[0.0002057718,0.0004220295,0.0005440507,0.0006232926,0.0003028342,0.0002848301,0.0003025615,0.0005471569,0.0008760193],"category_scores_gemma":[0.001629972,0.0001034253,0.0003023732,0.0005440968,0.0002713217,0.0004564403,0.0002741152,0.0008835332,0.000109986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345282,"about_ca_system_score_gemma":0.000623593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408466,"about_ca_topic_score_gemma":0.007446639,"domain_scores_codex":[0.9997373,0.00004501151,0.00003715181,0.00004064908,0.00008164225,0.00005818394],"domain_scores_gemma":[0.9993002,0.0002601879,0.0001907011,0.00001642059,0.00007640323,0.0001560683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004210559,0.0001544672,0.9310251,0.0002238949,0.00006033841,0.01622221,0.000302454,0.0002741324,0.003158308,0.00006497469,0.00180369,0.04628943],"study_design_scores_gemma":[0.00004652741,0.0007227378,0.9568511,0.0001314542,0.00008764586,0.03707142,0.0006978221,0.001048581,0.001792506,0.00007529427,0.001459809,0.00001506707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899176,0.005502511,0.000600028,0.0006758893,0.00008200695,0.00002179117,0.0002570451,0.00004542847,0.002897661],"genre_scores_gemma":[0.9972398,0.001706517,0.0005900738,0.0001003531,0.00006068718,0.00001106189,0.00009632772,0.000005684547,0.0001895213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004408466,"threshold_uncertainty_score":0.008765638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158403844038739,"score_gpt":0.2553613918821613,"score_spread":0.2337773534417739,"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."}}