{"id":"W3128805317","doi":"10.26443/mjm.v7i2.788","title":"Arterialised Capillary Blood Gases in Accident and Emergency Department Patients - a Reliable Alternative to Arterial Sampling?","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; pCO2; Arterial blood; Capillary refill; Blood pressure; Significant difference; Anesthesia; Blood gas analysis; Blood sampling; Arterial blood gas analysis; Accident and emergency; Blood flow; Emergency medicine; Surgery; Cardiology; Internal medicine; Medical emergency; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005089833,0.0004761635,0.001477527,0.001552949,0.0002654889,0.001781973,0.0009058637,0.001695939,0.002956958],"category_scores_gemma":[0.01318281,0.000279158,0.0002961767,0.002319905,0.0006272308,0.001665405,0.000632673,0.001080275,0.001367918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396109,"about_ca_system_score_gemma":0.0006404726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726643,"about_ca_topic_score_gemma":0.002595542,"domain_scores_codex":[0.9952092,0.002618531,0.0006156414,0.0004107646,0.0007749716,0.0003709853],"domain_scores_gemma":[0.9888273,0.005130264,0.002268501,0.0006042047,0.002238475,0.0009312033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002146293,0.000201642,0.9196125,0.0007518115,0.00007355768,0.001895149,0.0004216012,0.0001275417,0.002619828,0.0003182414,0.003336906,0.06849486],"study_design_scores_gemma":[0.0002352499,0.003737998,0.9560884,0.001534206,0.0002470438,0.01035171,0.005111967,0.003738041,0.005115869,0.001067211,0.01266822,0.0001040286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199932,0.05162717,0.007445287,0.006621995,0.001553635,0.0003612944,0.002031561,0.0001308406,0.0102351],"genre_scores_gemma":[0.9780765,0.00916423,0.008371534,0.001138323,0.0008992439,0.000264438,0.0008303443,0.00002301489,0.001232378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005089833,"threshold_uncertainty_score":0.02691793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630554228280152,"score_gpt":0.296216591935741,"score_spread":0.2599110496529395,"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."}}