{"id":"W7162111782","doi":"10.82308/116","title":"Airway obstruction in Robin sequence: Evaluating longitudinal evolution","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Airway obstruction; Gold standard (test); Pulse oximetry; Obstructive sleep apnea; Airway; Pierre Robin syndrome; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291057,0.000269986,0.0002822078,0.001550688,0.0003770259,0.0005165662,0.0002797903,0.0003447197,0.0009491452],"category_scores_gemma":[0.00229294,0.0001806427,0.0003580167,0.0007176091,0.0001937833,0.00066331,0.0006515746,0.0003999864,0.0002136521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735247,"about_ca_system_score_gemma":0.0004567894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005384603,"about_ca_topic_score_gemma":0.009068366,"domain_scores_codex":[0.9995547,0.0001005248,0.00007173402,0.00008698121,0.00008883636,0.00009716662],"domain_scores_gemma":[0.9986307,0.0001718801,0.0006194205,0.00005908773,0.0002622048,0.0002566003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007240777,0.00001358657,0.9978428,0.000008074816,0.00001266783,0.000176612,0.00006346885,0.00002273107,0.000336733,0.000007336802,0.00003676891,0.00140682],"study_design_scores_gemma":[0.000001746265,0.0001742569,0.998399,0.000008518572,0.00001099533,0.0007404195,0.0001159466,0.0001498764,0.0001994986,0.000007911202,0.0001877641,0.000004082043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983628,0.0003690034,0.0002091226,0.00002641084,0.000005034622,0.00004318866,0.0004062552,0.000008178858,0.0005699419],"genre_scores_gemma":[0.9971551,0.0004073355,0.0007937519,0.00002171204,0.00001671399,0.00005923744,0.001205886,0.000005359944,0.0003348746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005384603,"threshold_uncertainty_score":0.01070648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735969021358409,"score_gpt":0.3278218443628015,"score_spread":0.3004621541492174,"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."}}