{"id":"W2061685961","doi":"10.1016/j.clinbiochem.2014.06.075","title":"A patient comparison study of Epoc versus Gem 4000 and i-STAT for pH, PCO2 and pO2","year":2014,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"stat; Medicine; Chemistry; Biochemistry; Phosphorylation","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":[0.002766003,0.001318929,0.003113096,0.0005453502,0.0004626539,0.001194854,0.001110526,0.001452735,0.006900312],"category_scores_gemma":[0.004927909,0.0006441014,0.002673222,0.0007406203,0.001304654,0.001979105,0.0006228781,0.00281379,0.001072183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009628141,"about_ca_system_score_gemma":0.0008971132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007382508,"about_ca_topic_score_gemma":0.0009170722,"domain_scores_codex":[0.9979475,0.0009144515,0.0002191768,0.0004666968,0.0002293088,0.0002228632],"domain_scores_gemma":[0.9956775,0.001925032,0.0007503566,0.0005342269,0.0002929497,0.000819858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.983192,0.005393624,0.003421866,0.0001354239,0.0008892272,0.00004588306,0.00006815048,0.0001300223,0.001377338,0.000103788,0.00014975,0.005092887],"study_design_scores_gemma":[0.5128412,0.4461471,0.03339496,0.00005894776,0.00294589,0.0001647851,0.0002507779,0.001330903,0.00134575,0.0004151385,0.001018025,0.00008652513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975273,0.0007802063,0.0002869315,0.0001006034,0.0001175662,0.0002321706,0.0003456551,0.00001310134,0.0005964149],"genre_scores_gemma":[0.9970865,0.0003833769,0.000553875,0.0002705999,0.0002205369,0.000221579,0.0004984238,0.000008279148,0.0007569329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006900312,"threshold_uncertainty_score":0.02308387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401385666060847,"score_gpt":0.3946987420153755,"score_spread":0.340684885354767,"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."}}