{"id":"W2808897728","doi":"10.1213/ane.0000000000003437","title":"Anesthesiology: Clinical Case Reviews","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Anesthesiology; Subspecialty; Medicine; Specialty; Presentation (obstetrics); Medical education; Surgery; Anesthesia; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008049918,0.001994579,0.001601616,0.00513109,0.001665935,0.002731771,0.001560324,0.003339587,0.01479316],"category_scores_gemma":[0.004545913,0.0006605774,0.001192634,0.004963045,0.001998447,0.003305861,0.001982743,0.004353145,0.009604248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340673,"about_ca_system_score_gemma":0.001433378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008485476,"about_ca_topic_score_gemma":0.001456184,"domain_scores_codex":[0.9987159,0.0003070645,0.0002313476,0.0001701269,0.0003696678,0.0002059902],"domain_scores_gemma":[0.9986499,0.0004814485,0.0003178437,0.00009885374,0.0002181461,0.0002339224],"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":[0.0001073821,0.0001988232,0.003193326,0.006456678,0.0001120641,0.30752,0.001034358,0.0007932384,0.001305233,0.01415191,0.3820765,0.2830505],"study_design_scores_gemma":[0.0000264428,0.00004164466,0.001720879,0.003909937,0.00005001583,0.6567979,0.0006287713,0.0001470901,0.0002213467,0.003864742,0.3325493,0.00004204652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01274791,0.7809765,0.01233867,0.01457415,0.01834474,0.0008459308,0.0006635938,0.0004335509,0.159075],"genre_scores_gemma":[0.1542799,0.7038856,0.01507545,0.02669666,0.03029008,0.001168762,0.00166485,0.0003801183,0.06655867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01479316,"threshold_uncertainty_score":0.04948807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07468820959755469,"score_gpt":0.4001009549107436,"score_spread":0.3254127453131889,"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."}}