{"id":"W3021563889","doi":"10.1039/d0an90043e","title":"Analytical science in neurochemistry","year":2020,"lang":"en","type":"editorial","venue":"The Analyst","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Neurochemistry; Neuroscience; Chemistry; Neurology; Psychology","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":[0.0142114,0.00459599,0.003242699,0.004165396,0.003398795,0.009255347,0.00360363,0.01355638,0.01289078],"category_scores_gemma":[0.0306724,0.001705896,0.002419806,0.001848834,0.004211827,0.00665635,0.002429099,0.02749787,0.02175087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004085362,"about_ca_system_score_gemma":0.004459645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611568,"about_ca_topic_score_gemma":0.005629123,"domain_scores_codex":[0.989087,0.002398768,0.001190341,0.00101251,0.005834894,0.00047652],"domain_scores_gemma":[0.957989,0.01767766,0.001682507,0.001355739,0.01609768,0.005197342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002492257,0.000005454885,0.00001170808,0.0001781939,0.000008341309,0.00004164315,0.00000936388,0.00001975558,0.00006887213,0.0007700311,0.9922943,0.006567495],"study_design_scores_gemma":[0.00001756153,0.00002019097,0.00008711163,0.0002176835,0.00001090096,0.0001587514,0.00001812632,0.00008097565,0.0000662498,0.001935422,0.997376,0.00001109131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001323928,0.01120422,0.0002071726,0.0228606,0.9644405,0.000009473277,0.00002318114,0.0000540674,0.001187472],"genre_scores_gemma":[0.0002932158,0.01027492,0.0002761815,0.0223041,0.9558426,0.00001610291,0.00002543157,0.0000719412,0.01089547],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0142114,"threshold_uncertainty_score":0.075158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008037788487618467,"score_gpt":0.2750012096883399,"score_spread":0.2669634212007214,"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."}}