{"id":"W2313627098","doi":"10.15331/jdsm.3744","title":"History of Dental Sleep Medicine","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Sleep medicine; Medicine; Dentistry; Psychiatry; Computer science; Sleep disorder; Cognition","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002139268,0.0003947917,0.001585706,0.0009165074,0.00005532542,0.000003948365,0.0005373825,0.0002055484,0.004865631],"category_scores_gemma":[0.002182011,0.0002728314,0.0003289725,0.0005069186,0.00164625,0.0002575721,0.000172616,0.00105385,0.00006054467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610095,"about_ca_system_score_gemma":0.00009362243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324067,"about_ca_topic_score_gemma":0.00003057151,"domain_scores_codex":[0.994216,0.0002576392,0.001756513,0.0003461087,0.002871486,0.0005522544],"domain_scores_gemma":[0.9962502,0.0004342381,0.001178165,0.0005353605,0.0007062652,0.0008957354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004645568,0.001496249,0.4603354,0.0007901449,0.001621592,0.001840087,0.003422212,0.00002068903,0.313418,0.0008938244,0.05558063,0.1559355],"study_design_scores_gemma":[0.08119535,0.04182957,0.6344404,0.004395671,0.004911981,0.02595131,0.0111709,0.004533314,0.01775307,0.0009832493,0.1715575,0.001277643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480529,0.007331477,0.002013807,0.004033098,0.004833397,0.0004848296,0.000003188963,0.00003420102,0.03321311],"genre_scores_gemma":[0.9935859,0.0001533374,0.0007525294,0.0008833782,0.003260231,0.000004080344,0.00001577505,0.00007126499,0.001273474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.295665,"threshold_uncertainty_score":0.9999724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089427382467689,"score_gpt":0.2987651148799811,"score_spread":0.2778708410553042,"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."}}