{"id":"W3159289477","doi":"10.1016/j.biopsych.2021.02.216","title":"Single-Cell Genomic Strategies to Understand Psychopathological Processes in Suicide and Associated Psychopathology","year":2021,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas College; University of British Columbia; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychopathology; Psychology; Neuroscience; Clinical 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":[0.0002855299,0.0001775813,0.0003353335,0.0002959162,0.0002209752,0.000505195,0.0004072358,0.0005464934,0.001765549],"category_scores_gemma":[0.000342461,0.0001183705,0.0002572884,0.00021608,0.0005426003,0.0005460274,0.000400902,0.0007783919,0.0001912939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217628,"about_ca_system_score_gemma":0.0002503605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000029,"about_ca_topic_score_gemma":0.002944449,"domain_scores_codex":[0.999945,0.000008941484,0.000002662583,0.00002325996,0.000009821096,0.0000103432],"domain_scores_gemma":[0.9998735,0.00005216394,0.00002437369,0.00001963609,0.00001287134,0.00001753112],"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":[0.0002758827,0.0001351341,0.01144466,0.0002580619,0.0001244473,0.0003304383,0.0004250219,0.004586194,0.8982656,0.01664889,0.001089451,0.06641627],"study_design_scores_gemma":[0.0001158256,0.001378802,0.2595112,0.0002093268,0.000469183,0.001768005,0.00305797,0.1053443,0.4663373,0.1395836,0.02208468,0.0001398279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364292,0.00476507,0.1480722,0.002054952,0.0003257878,0.00009759988,0.00183414,0.0006210181,0.005800022],"genre_scores_gemma":[0.9758664,0.00161484,0.01989112,0.0004669025,0.00005452085,0.00008136236,0.0003083395,0.00004349282,0.00167293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001765549,"threshold_uncertainty_score":0.005906343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06777237450498617,"score_gpt":0.293830608739669,"score_spread":0.2260582342346828,"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."}}