{"id":"W4293066968","doi":"10.1093/sleep/zsac079.337","title":"0340 Non-Surgical Maxillary Expansion Using A Novel Oral Appliance System","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Interquartile range; Obstructive sleep apnea; Retrospective cohort study; Airway; Dentistry; Demographics; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005108054,0.0002584762,0.0003782009,0.000756154,0.00022941,0.0004510148,0.0003597344,0.000258126,0.007740792],"category_scores_gemma":[0.0004081651,0.0001671525,0.0008222226,0.0003858006,0.000219615,0.0002070002,0.0004094142,0.0002984717,0.001460041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015123,"about_ca_system_score_gemma":0.000353235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004810425,"about_ca_topic_score_gemma":0.001301677,"domain_scores_codex":[0.999647,0.00003078816,0.0000494619,0.00006721136,0.0001698272,0.00003574706],"domain_scores_gemma":[0.9997755,0.00006505264,0.00007262374,0.00003972268,0.00002534744,0.00002176681],"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":[0.003807338,0.001764371,0.1347576,0.001422217,0.0003440237,0.007443917,0.0002795586,0.0005864348,0.09649518,0.000393221,0.006040912,0.7466652],"study_design_scores_gemma":[0.0008886722,0.02259742,0.7797726,0.0004179489,0.0006785747,0.07276984,0.0006192866,0.003603056,0.03929172,0.0001795327,0.07906292,0.0001184517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806028,0.004356293,0.003846625,0.0001673619,0.0001317842,0.0002849524,0.00129896,0.0002334131,0.009077832],"genre_scores_gemma":[0.983393,0.001596617,0.005923578,0.0001786188,0.0001482964,0.0002507757,0.001513209,0.00004476095,0.00695112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007740792,"threshold_uncertainty_score":0.02589554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568391462401133,"score_gpt":0.3114923050156474,"score_spread":0.2758083903916361,"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."}}