{"id":"W4387007756","doi":"10.1016/j.sleep.2023.09.019","title":"Sleep disordered breathing in infants identified through newborn screening with spinal muscular atrophy","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Canada Research Chairs; Hospital for Sick Children; London Health Sciences Centre; Children's Hospital of Western Ontario; University of Toronto","funders":"","keywords":"Polysomnogram; Spinal muscular atrophy; Medicine; Pediatrics; SMA*; Asymptomatic; Apnea; Breathing; Weakness; Central sleep apnea; Polysomnography; Physical therapy; Physical medicine and rehabilitation; Anesthesia; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005733181,0.0003444369,0.0006657494,0.0005712919,0.0001592822,0.00002415776,0.0002589335,0.0001306355,0.000349758],"category_scores_gemma":[0.0002933066,0.0002574677,0.0001308259,0.002093503,0.0003444667,0.0001526033,0.0001552638,0.0005891276,0.0001209907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004907444,"about_ca_system_score_gemma":0.00006564053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009633324,"about_ca_topic_score_gemma":0.0001311639,"domain_scores_codex":[0.9964709,0.0001245701,0.0005154202,0.0007213529,0.001284527,0.0008832493],"domain_scores_gemma":[0.9986588,0.0000781745,0.0000974495,0.0007313401,0.0001437704,0.0002905065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005308233,0.0006929977,0.1976656,0.001278759,0.001309696,0.01302094,0.009923591,0.0009991324,0.01761339,0.0006163895,0.003257408,0.7483138],"study_design_scores_gemma":[0.03143181,0.004392447,0.9175012,0.002656495,0.0006345239,0.0005724187,0.01124383,0.007531588,0.0007639755,0.0006618006,0.02175639,0.0008535496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614882,0.003364119,0.02119282,0.008299848,0.0003208444,0.001379129,0.000003938046,0.0002604109,0.003690646],"genre_scores_gemma":[0.9950106,0.0004772562,0.002326179,0.0007447594,0.0003539078,0.0001158836,0.0001204009,0.0001004528,0.0007506321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7474602,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410070002506174,"score_gpt":0.3280194242179845,"score_spread":0.2939187241929228,"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."}}