{"id":"W4392164973","doi":"10.1503/cmaj.230897","title":"Pediatric obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Airway obstruction; Obesity; Sleep (system call); Sleep apnea; Airway; Apnea; Cardiology; Internal medicine; Pediatrics; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002175529,0.0005821818,0.0006118459,0.0006979157,0.0007065217,0.0005502431,0.0003968212,0.0003424567,0.02155407],"category_scores_gemma":[0.001056309,0.0001354638,0.0003002589,0.0008297366,0.0002036919,0.0005819064,0.00055558,0.001104917,0.003170143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776866,"about_ca_system_score_gemma":0.001429997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006474633,"about_ca_topic_score_gemma":0.008830182,"domain_scores_codex":[0.9995475,0.00004629233,0.00004028531,0.00008670762,0.0001908755,0.00008822809],"domain_scores_gemma":[0.9995406,0.00005599721,0.0001154806,0.00001471785,0.0001722222,0.0001010529],"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":[0.0003198648,0.0003299199,0.334347,0.001795033,0.000149367,0.01142927,0.000797453,0.0004320793,0.004078847,0.005447872,0.1234892,0.5173841],"study_design_scores_gemma":[0.00007468907,0.0002711509,0.5218565,0.002497229,0.0001889558,0.07173663,0.001439726,0.0006077517,0.001519,0.002932983,0.3968132,0.00006205893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2531682,0.2046018,0.02113153,0.009605677,0.004263662,0.001300501,0.03201221,0.002675439,0.4712411],"genre_scores_gemma":[0.8270584,0.09800415,0.01333505,0.00387135,0.00155337,0.0006847233,0.01763478,0.0002748945,0.03758329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02155407,"threshold_uncertainty_score":0.07210559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009243208627927072,"score_gpt":0.2723587808159881,"score_spread":0.2631155721880611,"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."}}