{"id":"W4220929832","doi":"10.3390/children9030419","title":"Obstructive Sleep Apnea in Neonates","year":2022,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Craniofacial; Pediatrics; Airway; Continuous positive airway pressure; Psychological intervention; Craniofacial abnormality; Apnea; Intensive care medicine; Internal medicine; Anesthesia","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003079948,0.0005435633,0.002128889,0.0008949233,0.0001025435,0.00002981992,0.0005313176,0.0003160048,0.00334615],"category_scores_gemma":[0.0003673665,0.0004648471,0.0006141521,0.00123798,0.0001848576,0.00007805622,0.0005491552,0.002089639,0.0003250984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008921857,"about_ca_system_score_gemma":0.0001867796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316919,"about_ca_topic_score_gemma":0.000005406063,"domain_scores_codex":[0.9968202,0.0003070372,0.0006494829,0.0008765211,0.000706368,0.0006403743],"domain_scores_gemma":[0.9983789,0.0003250787,0.0002202583,0.0008052982,0.00004841747,0.0002220154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001892575,0.0001007831,0.001607293,0.002238627,0.0004652975,0.0001452924,0.00007670347,3.328377e-7,1.498875e-7,0.0001325247,0.00005956648,0.9951545],"study_design_scores_gemma":[0.001072559,0.0001467249,0.00774068,0.001252854,0.0007382013,0.0009258965,0.00005896021,0.00001043264,0.000002192174,0.0001126721,0.9874287,0.0005101715],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002988017,0.9912014,0.000003974138,0.00003510958,0.000290165,0.002368642,0.0001585358,0.00008142462,0.005561937],"genre_scores_gemma":[0.0001164582,0.9971926,0.0002035439,0.00003643736,0.0003582693,0.0004234886,0.001193653,0.0001605333,0.0003150629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9946443,"threshold_uncertainty_score":0.9997803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03855149667716137,"score_gpt":0.340181209865878,"score_spread":0.3016297131887166,"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."}}