{"id":"W1964570371","doi":"10.1016/j.euroneuro.2010.09.007","title":"Emotional processing as a predictor of symptom change: An acute tryptophan depletion study in depressed patients","year":2010,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Treatment of Major Depression","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Recall; Serotonergic; Cognition; Affect (linguistics); Psychology; Serotonin; Clinical psychology; Recall bias; Medicine; Internal medicine; Psychiatry; Cognitive 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000249119,0.0002829544,0.000369215,0.0003739416,0.0000520391,0.00001595478,0.0002725144,0.00007809379,0.0001886454],"category_scores_gemma":[0.00006984427,0.0002547077,0.00006969395,0.0003313886,0.0001030493,0.0002705987,0.0001093924,0.0005603121,0.00005156818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000286448,"about_ca_system_score_gemma":0.00005058704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001444189,"about_ca_topic_score_gemma":0.00001197732,"domain_scores_codex":[0.9973882,0.0006491686,0.0005308572,0.0006617804,0.000432935,0.0003371],"domain_scores_gemma":[0.9988619,0.00004083912,0.0002672915,0.0003972283,0.000179915,0.0002528113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002137887,0.008254802,0.6167014,0.00004619107,0.00007154367,0.000590562,0.001245949,0.000003786237,0.3559302,0.000003885903,0.0001738438,0.01483996],"study_design_scores_gemma":[0.01718285,0.003931786,0.9768201,0.00005353493,0.0002151961,0.0000727152,0.00002957768,0.0002568366,0.0008801281,0.000005116001,0.0003924625,0.0001597516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995082,0.00002652193,0.000004626756,0.0001445365,0.001040223,0.001773921,0.00002272374,0.0002341143,0.001671388],"genre_scores_gemma":[0.998248,0.00001499987,0.0002559981,0.0006395221,0.0004570462,0.00007936468,0.00006556995,0.0001159754,0.0001235212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3601187,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245749419587647,"score_gpt":0.3327043483833612,"score_spread":0.3102468541874847,"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."}}