{"id":"W3009697500","doi":"10.1016/j.pnpbp.2020.109909","title":"Neural and molecular correlates of psychological pain during major depression, and its link with suicidal ideas","year":2020,"lang":"en","type":"article","venue":"Progress in Neuro-Psychopharmacology and Biological Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Default mode network; Psychology; Serotonergic; Functional magnetic resonance imaging; Chronic pain; Depression (economics); Clinical psychology; Psychiatry; Internal medicine; Neuroscience; Medicine; Serotonin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001620548,0.0001171546,0.0001216791,0.0002934965,0.0001721736,0.0003951156,0.0001534434,0.0002950561,0.001205444],"category_scores_gemma":[0.0007272558,0.000156871,0.0001086187,0.0002729347,0.0002659365,0.0002096685,0.0001772323,0.0003908616,0.0001169686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658582,"about_ca_system_score_gemma":0.0001283158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511441,"about_ca_topic_score_gemma":0.003396388,"domain_scores_codex":[0.9999522,0.00001641907,0.000004062892,0.00000792085,0.000008608939,0.00001087305],"domain_scores_gemma":[0.9997393,0.00006138385,0.0001244677,0.00001113561,0.00002866593,0.00003492267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009371128,0.0009654828,0.8678085,0.0002575838,0.0003658083,0.001423524,0.000698865,0.0003827486,0.0899254,0.000380892,0.0003469206,0.02807312],"study_design_scores_gemma":[0.00000970279,0.0001438599,0.9991816,0.000003532763,0.00001304566,0.0001981587,0.0001002076,0.00006762786,0.0001948796,0.00004903477,0.00003686451,0.000001649379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985176,0.0006373681,0.00007455293,0.00005334819,0.000003688929,0.00001326858,0.0001014063,0.00000107369,0.0005978405],"genre_scores_gemma":[0.9990621,0.0003948488,0.0001198835,0.00002548892,0.000009900112,0.00001359544,0.00009431724,6.361467e-7,0.0002792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001511441,"threshold_uncertainty_score":0.004032612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105767233099243,"score_gpt":0.3021494055239743,"score_spread":0.2810917331929819,"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."}}