{"id":"W3199302302","doi":"10.21307/aoj-2021.025","title":"The risk for paediatric obstructive sleep apnoea in rural Queensland","year":2021,"lang":"en","type":"article","venue":"Australasian Orthodontic Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Far North Queensland Hospital Foundation","keywords":"Medicine; Overweight; Demographics; Pediatrics; Obesity; Obstructive sleep apnea; Physical therapy; Demography; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001407022,0.0002509027,0.0004450078,0.0002402562,0.0004983461,0.0001988153,0.0002241444,0.0001667831,0.0001382022],"category_scores_gemma":[0.002250332,0.0001753481,0.0003818188,0.0006672246,0.000204586,0.000193246,0.00007295993,0.001475445,0.00002575435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003025062,"about_ca_system_score_gemma":0.0002701907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003663026,"about_ca_topic_score_gemma":0.0002716152,"domain_scores_codex":[0.9970016,0.00047061,0.0006623314,0.0003139757,0.0006173138,0.0009341954],"domain_scores_gemma":[0.9975162,0.0008634065,0.0002676507,0.0003865488,0.0005640747,0.0004021494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003895864,0.00009176164,0.8810276,0.00003338009,0.000288865,0.0006779201,0.0002953556,0.0000214179,0.0003705908,0.0004607096,0.0002601462,0.1160826],"study_design_scores_gemma":[0.004608714,0.0002778731,0.980598,0.00005353904,0.0002701102,0.003758023,0.003864901,0.0005353928,0.0009226589,0.002626197,0.002282561,0.0002020593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896394,0.001251295,0.003410145,0.003318808,0.0007993886,0.0006582128,0.00002476912,0.00002289545,0.0008750805],"genre_scores_gemma":[0.988955,0.000476566,0.008527441,0.00004417149,0.0009759267,0.00003388828,0.00001235826,0.00005061675,0.0009239864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158805,"threshold_uncertainty_score":0.7150487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175902964383474,"score_gpt":0.301366578158173,"score_spread":0.2837762817198256,"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."}}