{"id":"W2123304660","doi":"10.1186/cc2916","title":"Carbon dioxide monitoring and evidence-based practice - now you see it, now you don't.","year":2004,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Capnography; Carbon dioxide; Observational study; Intensive care medicine; Variety (cybernetics); Data science; Anesthesia; Computer science; Internal medicine; Artificial intelligence","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":[0.03976762,0.0006512,0.001772622,0.00338043,0.001110239,0.007857781,0.001528368,0.01137459,0.007698193],"category_scores_gemma":[0.1030173,0.0004269168,0.0006018545,0.002543826,0.01244999,0.01210857,0.00387698,0.01117118,0.002689105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004253705,"about_ca_system_score_gemma":0.007996717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00270591,"about_ca_topic_score_gemma":0.003632551,"domain_scores_codex":[0.9683563,0.02027712,0.002518975,0.0010855,0.007112665,0.000649532],"domain_scores_gemma":[0.8919128,0.07895457,0.006294821,0.002828445,0.01277931,0.007230092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002341964,0.0001392955,0.002456732,0.006368138,0.0002655969,0.0003595319,0.001105278,0.0004731022,0.0002434012,0.1689547,0.3549643,0.4644357],"study_design_scores_gemma":[0.0001832769,0.0003720339,0.006135897,0.03112604,0.0001610157,0.001384676,0.001826536,0.000492536,0.0002154675,0.3430409,0.6149386,0.0001230875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004859557,0.3942183,0.001929644,0.572846,0.01571753,0.00004256452,0.00003620085,0.00003466046,0.0146891],"genre_scores_gemma":[0.05976917,0.6278828,0.01881531,0.2346064,0.04852816,0.0003465787,0.0001341842,0.00007138617,0.009846107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03976762,"threshold_uncertainty_score":0.2103138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941643101841076,"score_gpt":0.3519665865557969,"score_spread":0.3025501555373862,"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."}}