{"id":"W2738794976","doi":"10.12968/denu.2001.28.4.180a","title":"Help for Snorers","year":2001,"lang":"en","type":"article","venue":"Dental Update","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentistry; Medicine; Sleep (system call); Orthodontics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007418636,0.00007757125,0.0001207271,0.00007740413,0.00005261775,0.00001559638,0.00007783236,0.00003919121,0.0006316371],"category_scores_gemma":[0.00004673082,0.00006844572,0.00008035992,0.0001348004,0.00006714412,0.00006530174,0.00004492517,0.0000890916,0.0006122262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008364833,"about_ca_system_score_gemma":0.00001045448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001994186,"about_ca_topic_score_gemma":0.00001931759,"domain_scores_codex":[0.999213,0.00001037322,0.0001028408,0.0001806618,0.0002212376,0.0002718179],"domain_scores_gemma":[0.9995887,0.00002067914,0.00001895078,0.0001735208,0.00005958783,0.0001385091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001887736,0.0003717876,0.7721912,0.0001106946,0.0002673456,0.0005863407,0.0001107859,0.000001967081,0.065875,0.003735798,0.01027867,0.1445827],"study_design_scores_gemma":[0.01534492,0.001211511,0.3341721,0.00006404841,0.0002353141,0.001712775,0.002402699,0.003926597,0.136279,0.00171002,0.502307,0.0006340138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916919,0.00007802328,0.001060723,0.001120099,0.0002015928,0.0004835836,0.00002148645,0.00005028838,0.005292325],"genre_scores_gemma":[0.9966369,0.00001986126,0.001262234,0.0005241195,0.0001981546,0.00003703668,0.000100183,0.00002267784,0.001198814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4920283,"threshold_uncertainty_score":0.7869133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356416433220392,"score_gpt":0.3272341497356335,"score_spread":0.3036699854034296,"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."}}