{"id":"W2746766183","doi":"10.1503/jpn.160198","title":"Prefrontal brain responsiveness to negative stimuli distinguishes familial risk for major depression from acute disorder","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Dorsolateral prefrontal cortex; Prefrontal cortex; Orbitofrontal cortex; Depression (economics); Psychology; Family history; Default mode network; Medicine; Psychiatry; Clinical psychology; Neuroscience; Internal medicine; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001529847,0.0002501996,0.0001913609,0.0002695277,0.000229707,0.0001908044,0.0001046955,0.0001982286,0.001407211],"category_scores_gemma":[0.0006779782,0.00009354381,0.0001060782,0.0001103166,0.0001858337,0.00007563417,0.0002232601,0.0001566271,0.00007934977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374053,"about_ca_system_score_gemma":0.00007124671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266826,"about_ca_topic_score_gemma":0.003595051,"domain_scores_codex":[0.9999331,0.00001493599,0.000006745599,0.00002100319,0.00001164693,0.00001250103],"domain_scores_gemma":[0.9997451,0.00005173517,0.0001259433,0.00001742231,0.00001614228,0.00004371713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007735182,0.00007963237,0.9706544,0.00003704206,0.00007428777,0.000514811,0.0004066339,0.00007303144,0.02147631,0.00006116575,0.0001170159,0.005732221],"study_design_scores_gemma":[0.000004851046,0.0000863794,0.998935,0.000002907519,0.00001262667,0.0005594768,0.00007475777,0.0000510574,0.0002138576,0.00002278147,0.00003521981,8.959399e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997469,0.00004734938,0.0000404991,0.000007045714,0.000001009944,0.000002706371,0.00002270304,8.994514e-7,0.0001309403],"genre_scores_gemma":[0.9998658,0.00002469548,0.00004408654,0.000004434835,0.000001511694,0.000001701588,0.00003284668,2.493274e-7,0.00002467295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001407211,"threshold_uncertainty_score":0.004707575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168123173168948,"score_gpt":0.3186936313990252,"score_spread":0.2870123996673357,"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."}}