{"id":"W4393269029","doi":"10.1002/ohn.741","title":"Clinical Context Missing from Association of Transverse Maxillary Dimensions and Upper Airway Collapsibility","year":2024,"lang":"en","type":"letter","venue":"Otolaryngology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Association (psychology); Airway; Transverse plane; Orthodontics; Medicine; Dentistry; Psychology; Geology; Anatomy; 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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008909359,0.0003222791,0.001389897,0.000255162,0.00006811805,0.00002079051,0.000140968,0.002279177,0.0008448499],"category_scores_gemma":[0.00121645,0.0002894109,0.0004061644,0.0002015616,0.0005229455,0.00005838089,0.0001558759,0.003241199,0.0001352519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220057,"about_ca_system_score_gemma":0.0002193826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609054,"about_ca_topic_score_gemma":0.00005219988,"domain_scores_codex":[0.9963117,0.0008661538,0.0008746933,0.0009022415,0.0005674597,0.0004777401],"domain_scores_gemma":[0.9964591,0.002171022,0.0002705036,0.0006116002,0.0003239975,0.0001637968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004558801,0.0002032053,0.4821706,0.0009828935,0.002322252,0.003074183,0.0003839264,5.858208e-8,0.005861963,0.00003553497,0.4931572,0.01135235],"study_design_scores_gemma":[0.003576205,0.0007267149,0.1979586,0.0004315058,0.001908244,0.0002219284,0.0001213432,0.0002627116,0.00110608,0.0006081818,0.7926452,0.0004333053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6075929,0.002416886,0.00003088155,0.385635,0.001260508,0.0009535729,0.0005530402,0.00006335272,0.001493793],"genre_scores_gemma":[0.496305,0.001017096,0.005100999,0.4771802,0.006045168,0.0001207772,0.002984212,0.0004185968,0.01082789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2994879,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715536482648822,"score_gpt":0.3269179901597568,"score_spread":0.2997626253332685,"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."}}