{"id":"W4392896354","doi":"10.1016/j.nsa.2024.104059","title":"Biomarkers of treatment-resistant schizophrenia: A systematic review","year":2024,"lang":"en","type":"review","venue":"Neuroscience Applied","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"HORIZON EUROPE Framework Programme; European College of Neuropsychopharmacology; Ministero della Salute; European Commission","keywords":"Schizophrenia (object-oriented programming); Candidate gene; Bioinformatics; Medicine; Genome-wide association study; Pharmacogenetics; Genetic association; Biomarker; Trait; Biology; Oncology; Genetics; Genotype; Gene; Single-nucleotide polymorphism; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005192626,0.001695979,0.008452206,0.01186995,0.0005541533,0.002319838,0.001770077,0.001820881,0.004373711],"category_scores_gemma":[0.02330623,0.0008655425,0.008123399,0.01232878,0.0007536364,0.001843969,0.001435337,0.000906301,0.0003061103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553194,"about_ca_system_score_gemma":0.008043252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009320891,"about_ca_topic_score_gemma":0.0224445,"domain_scores_codex":[0.9952021,0.001457985,0.001959734,0.000487835,0.0007486035,0.0001437046],"domain_scores_gemma":[0.9816298,0.01237263,0.00410368,0.0002440027,0.001411196,0.0002386328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002554155,0.00001633896,0.001699156,0.9510211,0.01441495,0.0001029005,0.0001147381,0.00008468563,0.00011478,0.0001574418,0.001258453,0.03076003],"study_design_scores_gemma":[0.0003601551,0.0002341518,0.01370236,0.8154475,0.1521187,0.0006006579,0.0002566483,0.0001138842,0.0001588304,0.0003376414,0.01660188,0.00006760161],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007797958,0.9982863,0.00007705084,0.0001340934,0.00005353228,0.0001059094,0.00042395,0.000005385856,0.0001339863],"genre_scores_gemma":[0.0136125,0.9849241,0.000394928,0.0002954872,0.00006030418,0.0002799757,0.0003664977,0.000004403648,0.00006177065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01186995,"threshold_uncertainty_score":0.02746153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06465670892109208,"score_gpt":0.3714861237285875,"score_spread":0.3068294148074954,"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."}}