{"id":"W2114911345","doi":"","title":"What to do if an initial antidepressant fails?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Electroconvulsive therapy; Antidepressant; Treatment-resistant depression; Psychosocial; Medicine; Depression (economics); Psychiatry; Refractory (planetary science); MEDLINE; Lithium (medication); Dilemma; Antidepressant medication; Intensive care medicine; Schizophrenia (object-oriented programming); Anxiety","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":[],"consensus_categories":[],"category_scores_codex":[0.0003060706,0.0001517133,0.0002809417,0.0001075437,0.00007388371,0.0001078519,0.00008627052,0.00004979225,0.00007008079],"category_scores_gemma":[0.0002562004,0.0001279324,0.00005362444,0.0002070651,0.00005058697,0.0004527738,0.00002420924,0.0001370369,0.00004491594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006008112,"about_ca_system_score_gemma":0.00002603707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009014748,"about_ca_topic_score_gemma":0.00001463399,"domain_scores_codex":[0.9986759,0.00008046225,0.0001764126,0.0003002423,0.000232947,0.0005340036],"domain_scores_gemma":[0.9991882,0.00004751914,0.00003656995,0.0003328641,0.0001119642,0.0002829214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001484018,0.0009645933,0.08972959,0.000112534,0.0008555344,0.0004684187,0.006248415,0.00000718155,0.008323468,0.004028201,0.01122611,0.8765519],"study_design_scores_gemma":[0.00281547,0.0004919523,0.8296261,0.00004498457,0.0001097927,0.0001328224,0.002353647,0.000001344764,0.08789721,0.0008492818,0.07529208,0.000385267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838342,0.001498491,0.00008205558,0.002322369,0.0004990635,0.001437133,0.000001437314,0.00009497822,0.01023027],"genre_scores_gemma":[0.9940472,0.0003148885,0.0002020089,0.003307393,0.0002458835,0.001090265,0.000003601592,0.00003033691,0.000758428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8761666,"threshold_uncertainty_score":0.5216931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215709234327729,"score_gpt":0.2987802119254131,"score_spread":0.2666231195821358,"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."}}