{"id":"W24930175","doi":"","title":"Bedside capnography: better management of surgical patients with obstructive sleep apnea.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Interior Health","funders":"","keywords":"Capnography; Medicine; Obstructive sleep apnea; Apnea; Sleep apnea; Intensive care medicine; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003183035,0.0003774748,0.0006166923,0.0004521225,0.0003811157,0.0005595877,0.0003271137,0.0008587226,0.005916555],"category_scores_gemma":[0.003284683,0.0001073189,0.0002094904,0.0002830599,0.0001343038,0.0009167433,0.0003556217,0.0009224895,0.0006015257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236817,"about_ca_system_score_gemma":0.0008141812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336877,"about_ca_topic_score_gemma":0.003649503,"domain_scores_codex":[0.9997565,0.00008468653,0.00003447567,0.00003127917,0.00006317699,0.00002995481],"domain_scores_gemma":[0.9990336,0.0002842883,0.0001693314,0.00002966947,0.0001674242,0.0003156394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003464931,0.001553999,0.2244285,0.001776136,0.0001601294,0.00357065,0.0003904167,0.0008401606,0.009346391,0.0004956844,0.03591308,0.71806],"study_design_scores_gemma":[0.0009657152,0.00491519,0.9311872,0.003318983,0.0003673828,0.01729597,0.00172016,0.004138202,0.004239712,0.001596131,0.03014471,0.0001106147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7345519,0.1303928,0.007340483,0.04738884,0.004243758,0.0004170951,0.0009851822,0.0005614553,0.07411844],"genre_scores_gemma":[0.9507157,0.02734256,0.007394344,0.005032159,0.005465418,0.0001716962,0.0006641237,0.00003864272,0.003175251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005916555,"threshold_uncertainty_score":0.01979285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016366092938708,"score_gpt":0.2269007747208368,"score_spread":0.2067371137914497,"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."}}