{"id":"W2943897761","doi":"10.1007/978-3-030-13269-9_4","title":"Craniofacial Signs, Symptoms and Orthodontic Objectives of Paediatric Obstructive Sleep Apnoea","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arbutus Biopharma (Canada)","funders":"","keywords":"Craniofacial; Malocclusion; Medicine; Sleep (system call); Dentistry; Signs and symptoms; Orthodontics; Surgery; Psychiatry","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":[0.000188681,0.0005375696,0.0004443545,0.0008558354,0.0002711042,0.0007205901,0.0003353599,0.0005588002,0.008461143],"category_scores_gemma":[0.0006394763,0.0002335691,0.0003621646,0.0004805283,0.0004973334,0.00051462,0.0004589048,0.001239722,0.001697393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088053,"about_ca_system_score_gemma":0.000433366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861493,"about_ca_topic_score_gemma":0.009130584,"domain_scores_codex":[0.9998916,0.00002266375,0.00001239006,0.00001024312,0.00005134034,0.00001172851],"domain_scores_gemma":[0.9998673,0.0000904032,0.00001162076,0.000003042763,0.00001517318,0.00001246792],"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":[0.0001549161,0.0001914848,0.01596055,0.001138981,0.00004019216,0.01184569,0.001535663,0.0009490694,0.004457201,0.04125787,0.1815181,0.7409503],"study_design_scores_gemma":[0.00002454302,0.0002989002,0.1121356,0.002588005,0.00006216099,0.1002704,0.001753505,0.0008559451,0.001351094,0.02251014,0.7580749,0.00007471073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0221123,0.3113313,0.004101615,0.007380141,0.005074525,0.0001089321,0.0007889083,0.0001610965,0.6489412],"genre_scores_gemma":[0.1262941,0.35028,0.01018821,0.004812884,0.006574544,0.0001950158,0.001045445,0.0001255982,0.5004842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008461143,"threshold_uncertainty_score":0.02830535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415242406916048,"score_gpt":0.2607288481936308,"score_spread":0.2465764241244703,"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."}}