{"id":"W2740787569","doi":"10.12968/denu.2003.30.2.68","title":"I Don't Snore – I Suffer from Osas!","year":2003,"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":"Obstructive sleep apnea; Medicine; Dentistry; Emergency medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001089631,0.0001385662,0.0002019012,0.00008504785,0.00006211782,0.00003035436,0.0001114993,0.00007861161,0.006695521],"category_scores_gemma":[0.00008838709,0.000119694,0.00009031559,0.0001878883,0.000107258,0.0001002378,0.00006496039,0.0002530953,0.002635546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111551,"about_ca_system_score_gemma":0.00002206859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130628,"about_ca_topic_score_gemma":0.00005394006,"domain_scores_codex":[0.9986939,0.00006756261,0.0001583272,0.0003113159,0.0004321399,0.000336787],"domain_scores_gemma":[0.999293,0.00003316099,0.0000291089,0.0003612744,0.00005805714,0.0002254319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003448124,0.0004419147,0.8869914,0.00003798391,0.0003608954,0.0011802,0.0002399584,9.262804e-7,0.08490799,0.006444803,0.005104672,0.01394439],"study_design_scores_gemma":[0.007014407,0.0002759425,0.5229705,0.00005006295,0.0001833942,0.0003611665,0.001321954,0.0001881048,0.3252217,0.002317176,0.1395744,0.0005212693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804007,0.0002439229,0.0001324611,0.0003271792,0.0003391348,0.0002511557,0.00005567558,0.00005806084,0.01819167],"genre_scores_gemma":[0.9971548,0.00001657358,0.001060029,0.0005218903,0.000128584,0.0000125905,0.0001755938,0.00003239977,0.0008975092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.364021,"threshold_uncertainty_score":0.998141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452372470791261,"score_gpt":0.2860214928903322,"score_spread":0.2714977681824196,"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."}}