{"id":"W2058205062","doi":"10.1097/aln.0b013e318216e858","title":"Sleep Medicine and Anesthesia","year":2011,"lang":"en","type":"editorial","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sleep (system call); Anesthesia; Anesthesiology; Sleep medicine; Sleep disorder; Psychiatry; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006162853,0.0005272158,0.001438296,0.0004915577,0.00009946163,0.000009309689,0.0003214937,0.001915369,0.0009339758],"category_scores_gemma":[0.001832201,0.0003935639,0.0001188925,0.0002078931,0.001416155,0.00005288517,0.0001081555,0.001496678,0.0003093769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000919522,"about_ca_system_score_gemma":0.0001199762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000313621,"about_ca_topic_score_gemma":0.00001005864,"domain_scores_codex":[0.9969349,0.0002833825,0.0004987612,0.0009307303,0.0006703002,0.0006819053],"domain_scores_gemma":[0.9966956,0.001375557,0.0002154573,0.0008289219,0.0004938716,0.0003905967],"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":[0.0008123833,0.00009185462,0.006446784,0.0003924399,0.0002267811,0.003808428,0.0004050099,2.140023e-8,0.0002280927,0.0003930269,0.9718271,0.01536801],"study_design_scores_gemma":[0.001744172,0.003034729,0.02215743,0.0001199894,0.0003674023,0.00165407,0.00008611904,0.000007501781,0.00006165791,0.0007585436,0.9696614,0.0003470352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1705602,0.01598243,0.0000241854,0.003979142,0.794574,0.002541404,0.00001954056,0.0005488389,0.01177025],"genre_scores_gemma":[0.01740042,0.001298554,0.0005278068,0.0008288651,0.9774702,0.000116467,0.000512822,0.0002234688,0.001621386],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1828962,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889139684278783,"score_gpt":0.3133644414739988,"score_spread":0.284473044631211,"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."}}