{"id":"W2801183991","doi":"10.1016/j.sleep.2018.04.008","title":"Phenotypes of sleep-disordered breathing symptoms to two years of age based on age of onset and duration of symptoms","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of British Columbia; Hospital for Sick Children; University of Toronto; McMaster University; University of Alberta","funders":"CIHR Skin Research Training Centre; Canadian Institutes of Health Research; Women and Children's Health Research Institute","keywords":"Duration (music); Sleep disordered breathing; Medicine; Sleep (system call); Pediatrics; Age of onset; Audiology; Sleep onset; Internal medicine; Insomnia; Psychiatry; Obstructive sleep apnea; Art; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000720267,0.0001975247,0.0008285525,0.0006367358,0.0000294778,0.000002552356,0.0001777691,0.00009880252,0.0002582688],"category_scores_gemma":[0.001183451,0.0001674465,0.00007774911,0.0006425472,0.00103105,0.00005669204,0.00008005549,0.0001804019,0.00000474383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005620486,"about_ca_system_score_gemma":0.00003983391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004990477,"about_ca_topic_score_gemma":0.00006686639,"domain_scores_codex":[0.9974958,0.0001264839,0.0007854224,0.0003383908,0.0009767013,0.0002771549],"domain_scores_gemma":[0.997994,0.0003822575,0.0003476138,0.0005929573,0.0004897514,0.0001934267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004389315,0.0009242023,0.1173567,0.001418389,0.0006229448,0.0001101248,0.00881871,0.00009084869,0.704176,0.001034528,0.0001297401,0.1609285],"study_design_scores_gemma":[0.01913037,0.01629112,0.7509983,0.002723043,0.000722545,0.00002973836,0.001416544,0.009344495,0.1983578,0.0004507199,0.0001846417,0.0003506967],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950187,0.0001718163,0.001543631,0.0004805831,0.0001639366,0.0007328169,0.00004583918,0.00001969533,0.001822954],"genre_scores_gemma":[0.9983187,0.000008668627,0.00122496,0.0001397733,0.0001466047,0.00001057671,0.00007219366,0.00003507056,0.00004340542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6336416,"threshold_uncertainty_score":0.6828269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477598134195802,"score_gpt":0.3054962036493103,"score_spread":0.2907202223073523,"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."}}