{"id":"W4385647607","doi":"10.1139/apnm-2022-0358","title":"Serum osmolality measured in fingertip capillary blood is comparable to serum osmolality measured in venous blood","year":2023,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Venous blood; Blood sampling; Medicine; Gold standard (test); Plasma osmolality; Sampling (signal processing); Anesthesia; Internal medicine","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":[0.0009765178,0.0002939785,0.0005406492,0.0006100647,0.0002299169,0.0008613852,0.000285319,0.0003109385,0.001896754],"category_scores_gemma":[0.004162772,0.0001454506,0.0001382898,0.0007207243,0.0004073537,0.0004321779,0.0003533333,0.0002556055,0.0003507998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738381,"about_ca_system_score_gemma":0.0003286281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151393,"about_ca_topic_score_gemma":0.001730358,"domain_scores_codex":[0.9988751,0.0002797452,0.0001017391,0.0002660929,0.0004020616,0.00007521776],"domain_scores_gemma":[0.9985605,0.0003113066,0.0004726742,0.0001461197,0.0004410286,0.00006836541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003494187,0.000211194,0.490284,0.001107244,0.0004296364,0.0004786123,0.001078703,0.0002378881,0.404671,0.0007780646,0.001375429,0.0958541],"study_design_scores_gemma":[0.00005633266,0.001716953,0.8894548,0.0001131825,0.0001595113,0.002301369,0.000412368,0.001149951,0.09871253,0.0006905255,0.005196586,0.00003589601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731897,0.00351221,0.01570176,0.0001580649,0.0001345863,0.0001620122,0.001578827,0.000267748,0.005295065],"genre_scores_gemma":[0.9898639,0.00085929,0.007394728,0.0001009608,0.00004843069,0.00009344835,0.0005876872,0.00004164167,0.001009932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001896754,"threshold_uncertainty_score":0.006345332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055366028174011,"score_gpt":0.2752796888357054,"score_spread":0.2447260285539652,"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."}}