{"id":"W4404104696","doi":"10.1038/s41537-024-00528-3","title":"Plasma essential amino acid levels in first episode psychosis at baseline and after antipsychotic treatment","year":2024,"lang":"en","type":"article","venue":"Schizophrenia","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Academy of Military Medical Sciences","keywords":"Psychosis; Antipsychotic; Baseline (sea); Schizophrenia (object-oriented programming); Psychology; Internal medicine; Psychiatry; Medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.000092498,0.000286079,0.0002273314,0.0002429824,0.000116188,0.0001462938,0.0001525335,0.0000987343,0.000614814],"category_scores_gemma":[0.0000653219,0.0002393064,0.00009795706,0.0004428658,0.0001569281,0.0001930464,0.00006730678,0.0001454784,0.0004783292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000808728,"about_ca_system_score_gemma":0.00001886734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004478406,"about_ca_topic_score_gemma":0.003035493,"domain_scores_codex":[0.9982148,0.00009060279,0.0002716995,0.0008108692,0.0002115627,0.000400493],"domain_scores_gemma":[0.9993263,0.0002031232,0.00003049834,0.0003030404,0.000006807943,0.0001302652],"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":[0.01092528,0.002231282,0.04341008,0.0008451967,0.0001626745,0.0029475,0.004305879,0.0001091769,0.626866,0.004826963,0.01141044,0.2919595],"study_design_scores_gemma":[0.01225866,0.0007182544,0.2535824,0.0006641684,0.00008788598,0.0002980993,0.00005796068,0.01223483,0.6742232,0.002836494,0.04148122,0.001556859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957432,0.0009009531,0.00006981276,0.001597247,0.0007723434,0.0002916396,0.0001277839,0.0001456512,0.0003514005],"genre_scores_gemma":[0.9974954,0.0003769015,0.0003432703,0.0002693588,0.0001374853,0.00009110482,0.000005790166,0.00003980279,0.001240957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2904027,"threshold_uncertainty_score":0.975863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985206302866772,"score_gpt":0.2657321966468353,"score_spread":0.2458801336181676,"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."}}