{"id":"W2027996062","doi":"10.1366/0003702001949267","title":"Near-Infrared Spectroscopic Measurement of Lactate in Human Plasma","year":2000,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Near-infrared spectroscopy; Human plasma; Infrared spectroscopy; Correlation coefficient; Chemistry; Plasma; Analytical Chemistry (journal); Infrared; Spectroscopy; Chromatography; Optics; Mathematics; Statistics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003655489,0.0002455524,0.0003243788,0.00007162181,0.00007725401,0.00002726894,0.0004710612,0.0002233043,0.001586718],"category_scores_gemma":[0.00003223902,0.0002349314,0.00009392542,0.0002982669,0.0003660581,0.000003698405,0.00009594842,0.0003042926,0.00004660725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162415,"about_ca_system_score_gemma":0.0001245249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004398413,"about_ca_topic_score_gemma":0.00002380589,"domain_scores_codex":[0.9977533,0.00003565993,0.0004464759,0.0005373214,0.0006160458,0.0006111803],"domain_scores_gemma":[0.9991704,0.00001118691,0.00007195737,0.0005438455,0.00004673944,0.0001558334],"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":[0.0003068264,0.0002308077,0.0007305468,0.00002575679,0.00002593513,0.000004191156,0.00002550907,0.000002975575,0.9936017,0.0007772976,0.003549638,0.000718784],"study_design_scores_gemma":[0.0009833461,0.0004643164,0.00116993,0.00002862407,0.00000741014,0.000002082755,0.00001329748,0.00002205183,0.9752444,0.003119876,0.01872557,0.0002191214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625652,0.0001400174,0.0002727145,0.00008525318,0.00002218022,0.00033649,0.000006914142,0.0000379758,0.1365333],"genre_scores_gemma":[0.9925295,0.0002742173,0.005436991,0.0001213862,0.0001249688,0.0001029987,0.00005499066,0.00003612529,0.001318835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352145,"threshold_uncertainty_score":0.999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125275299340228,"score_gpt":0.2907311511401224,"score_spread":0.2794783981467202,"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."}}