{"id":"W2804603955","doi":"10.1007/s00726-018-2579-6","title":"Characterizing amino-acid biosignatures amongst individuals with schizophrenia: a case–control study","year":2018,"lang":"en","type":"article","venue":"Amino Acids","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Brain and Cognition Discovery Foundation; University Health Network","funders":"Peking University Health Science Center","keywords":"Amino acid; Sarcosine; Taurine; Glutamine; Chemistry; Arginine; Schizophrenia (object-oriented programming); Internal medicine; Biochemistry; Psychology; Glycine; Medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002368458,0.0004037001,0.0003815747,0.0002573599,0.0005299788,0.0002627712,0.0005282877,0.000138569,0.0002236208],"category_scores_gemma":[0.0002335781,0.0003138495,0.00008066506,0.0006616323,0.0005826528,0.0004708331,0.0001368579,0.0003652044,0.0002233329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003013462,"about_ca_system_score_gemma":0.00005615135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003860853,"about_ca_topic_score_gemma":0.0001357311,"domain_scores_codex":[0.9973702,0.0002594642,0.0003253023,0.0008710644,0.0005037506,0.0006702433],"domain_scores_gemma":[0.9987549,0.000179906,0.0001869731,0.0006271644,0.00006373874,0.0001873872],"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":[0.0006163573,0.0009959292,0.06400199,0.00002515798,0.0001303698,0.002864432,0.00612268,6.189242e-7,0.9019278,0.0004841721,0.0004503951,0.02238015],"study_design_scores_gemma":[0.007146074,0.003209677,0.413426,0.00005152742,0.0001026239,0.001346436,0.0020408,0.00005268804,0.5702878,0.00008517796,0.001384957,0.0008662607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965033,0.00007129915,0.0001222445,0.0002501844,0.000341217,0.000883735,0.0001116702,0.0002978355,0.001418531],"genre_scores_gemma":[0.9967597,0.000004144377,0.0002119688,0.002324792,0.0003576293,0.00009274063,0.000003003724,0.00005763224,0.0001884259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349424,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638826089337677,"score_gpt":0.2516228775937056,"score_spread":0.2352346167003288,"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."}}