{"id":"W2090090926","doi":"10.3329/updcj.v3i1.17976","title":"Obstructive Sleep Apnea- Dentists has the major role to play.","year":2014,"lang":"en","type":"article","venue":"Update Dental College Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep apnea; Dentistry; Orthodontics; 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":[0.001642641,0.0005470323,0.0007389449,0.001263668,0.001706384,0.002325922,0.0005961395,0.003938275,0.07823089],"category_scores_gemma":[0.00595007,0.0002935326,0.0005001821,0.001007552,0.0006603572,0.002542241,0.001882305,0.004137279,0.02333425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009072307,"about_ca_system_score_gemma":0.003188566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787543,"about_ca_topic_score_gemma":0.0193775,"domain_scores_codex":[0.9988348,0.0001550609,0.00008885208,0.00009491308,0.0006333567,0.0001930292],"domain_scores_gemma":[0.9944425,0.001053506,0.0003859591,0.0001789986,0.001616674,0.002322354],"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":[0.00005290505,0.0000966346,0.006182291,0.0008515978,0.00001916233,0.0006203351,0.0001862354,0.00001540077,0.0004783151,0.001222046,0.6003271,0.389948],"study_design_scores_gemma":[0.00001736452,0.00006700864,0.01323015,0.001803368,0.00003539097,0.002343696,0.0005034009,0.00001120608,0.0001380741,0.000675339,0.981157,0.00001789736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003960145,0.4107067,0.0004615658,0.343435,0.06717069,0.00008570006,0.0009154508,0.0005084836,0.1727563],"genre_scores_gemma":[0.05122576,0.5181929,0.002488367,0.1031086,0.1066436,0.0001039583,0.00123647,0.0001980266,0.2168023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07823089,"threshold_uncertainty_score":0.2617084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121445474324225,"score_gpt":0.2719669135630173,"score_spread":0.2598223661305948,"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."}}