{"id":"W4403048869","doi":"10.1093/clinchem/hvae106.343","title":"A-349 Evaluation of <i>i-STAT</i>® Point of Care Blood Gas Cartridges and Competitor Blood Gas Devices Against Reference Standard for <i>P</i>CO2 and <i>P</i>O2","year":2024,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Cartridge; Point of care; Point-of-care testing; Whole blood; Chromatography; Medicine; Chemistry; Immunology; Materials science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052661,0.0001918987,0.00061155,0.00002782132,0.00004163794,0.00002249715,0.00007712242,0.0002266395,0.00001608382],"category_scores_gemma":[0.0005821435,0.00016462,0.0001280348,0.00009216978,0.0002631406,0.00004335832,0.00004688593,0.0002891239,4.321919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954363,"about_ca_system_score_gemma":0.0004276504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001013797,"about_ca_topic_score_gemma":0.000004505225,"domain_scores_codex":[0.998122,0.0000618787,0.0007180088,0.0004520408,0.0004311416,0.0002149373],"domain_scores_gemma":[0.9980265,0.0007150396,0.000167705,0.000321963,0.0005641447,0.0002045906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002711129,0.001306628,0.2856902,0.03561644,0.002338517,0.00007408603,0.002212597,0.00002317819,0.4911262,0.0002515339,0.0009798046,0.1776697],"study_design_scores_gemma":[0.0138754,0.002126055,0.003657365,0.005164796,0.003845494,0.00006332604,0.001953965,0.001540709,0.9516545,0.000467259,0.01514319,0.0005079264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834467,0.01408521,0.00001659986,0.0003020208,0.0001987342,0.0003671847,0.0003244204,0.00004683684,0.001212282],"genre_scores_gemma":[0.9957446,0.002661064,0.000847248,0.00005001277,0.0004427416,0.00003067375,0.0001278084,0.00002785165,0.0000679401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4605283,"threshold_uncertainty_score":0.6713007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535383396365832,"score_gpt":0.3808549108748157,"score_spread":0.3355010769111573,"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."}}