{"id":"W4378977148","doi":"10.1371/journal.pone.0286038","title":"Limitations of transcutaneous carbon dioxide monitoring in apneic oxygenation","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"Inselspital, Universitätsspital Bern","keywords":"Limits of agreement; Anesthesia; Medicine; Sedation; Confidence interval; Hypercapnia; Oxygenation; Arterial blood; Carbon dioxide; Apnea; Nuclear medicine; Chemistry; Internal medicine; Acidosis","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2987416,0.000977173,0.001825621,0.001279406,0.0005901111,0.002794115,0.002110902,0.00146158,0.0007913508],"category_scores_gemma":[0.4210778,0.0008445664,0.001947213,0.001722415,0.002673813,0.001695603,0.00193109,0.001833642,0.0002476972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839651,"about_ca_system_score_gemma":0.002030136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966419,"about_ca_topic_score_gemma":0.001885746,"domain_scores_codex":[0.5985429,0.3059974,0.03101314,0.01276362,0.05081749,0.0008653316],"domain_scores_gemma":[0.2641754,0.6496262,0.04761131,0.02053957,0.01723538,0.0008121937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01261945,0.0004157824,0.5550675,0.006518959,0.01152551,0.0002620477,0.003512885,0.01247049,0.005985015,0.005542505,0.003912875,0.382167],"study_design_scores_gemma":[0.001987348,0.01393087,0.7985821,0.007752847,0.009016423,0.0046987,0.001103609,0.06931971,0.02209242,0.01642914,0.05467971,0.0004070514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6077492,0.1052461,0.2483249,0.01045245,0.002305842,0.003434912,0.001988973,0.0004846835,0.02001301],"genre_scores_gemma":[0.955533,0.002928799,0.03668737,0.001904944,0.0006266698,0.001678853,0.0002438638,0.00007989641,0.000316575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2987416,"threshold_uncertainty_score":0.8647765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702512145595772,"score_gpt":0.2719320106968435,"score_spread":0.1016807961372663,"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."}}