{"id":"W4309474348","doi":"10.1017/s0963180122000056","title":"Biomarkers in Psychiatric Disorders","year":2022,"lang":"en","type":"article","venue":"Cambridge Quarterly of Healthcare Ethics","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biomarker; Identification (biology); Psychiatry; Cognition; Medicine; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006666367,0.0004147749,0.0006293916,0.002435364,0.00111009,0.002945967,0.000577185,0.003303758,0.003632242],"category_scores_gemma":[0.01458544,0.0002043878,0.0003291241,0.001663455,0.004742552,0.002642809,0.002647526,0.00296832,0.001004851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680199,"about_ca_system_score_gemma":0.00275504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648722,"about_ca_topic_score_gemma":0.001838015,"domain_scores_codex":[0.9946398,0.00323616,0.0005075746,0.0003020277,0.001102618,0.0002118095],"domain_scores_gemma":[0.9935763,0.003559638,0.001059877,0.0003571214,0.001018758,0.0004283384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001873766,0.0001259487,0.02582559,0.002283452,0.0001202739,0.002798267,0.002976356,0.0004696046,0.001971167,0.3426033,0.07272894,0.5479097],"study_design_scores_gemma":[0.00003425999,0.0002339021,0.02980624,0.005929238,0.00006508452,0.01202601,0.002627162,0.0003771744,0.0009673383,0.3208798,0.62698,0.00007375746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01160563,0.6678402,0.00965905,0.2298261,0.006898912,0.00009495715,0.0002648745,0.00007098715,0.07373925],"genre_scores_gemma":[0.347239,0.5406061,0.01962258,0.0592004,0.01295759,0.0003254478,0.0003700945,0.00005798446,0.01962073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006666367,"threshold_uncertainty_score":0.03525549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863808663375963,"score_gpt":0.3198998762280869,"score_spread":0.2812617895943273,"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."}}