{"id":"W2093520841","doi":"10.1001/jamapsychiatry.2013.2114","title":"A Leap of Faith in Antidepressant Treatment?","year":2013,"lang":"en","type":"letter","venue":"JAMA Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Family medicine; Psychiatry; Otorhinolaryngology; Neurology","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":[0.0000705185,0.0003310972,0.0007571449,0.0002538226,0.00002521103,0.00001611495,0.0001141169,0.0007189586,0.0004567351],"category_scores_gemma":[0.000008083611,0.0002528392,0.0001882602,0.0001074556,0.00005350839,0.00007279665,0.00003086134,0.001009169,0.0001651378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009840477,"about_ca_system_score_gemma":0.0002218254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130963,"about_ca_topic_score_gemma":0.0000365432,"domain_scores_codex":[0.9981923,0.00007921949,0.0006146067,0.0003828116,0.0002928595,0.0004382197],"domain_scores_gemma":[0.9989794,0.00004930196,0.0002928175,0.0005604598,0.00002884957,0.00008919271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004541203,0.0005203414,0.2494826,0.01981645,0.0001402477,0.000601002,0.0001808074,4.173483e-7,0.00001217192,0.00006222578,0.7272214,0.00150816],"study_design_scores_gemma":[0.009155174,0.002358128,0.2750772,0.04374577,0.0002808296,0.0004750933,0.00005663456,0.00002044699,0.0007025845,0.0006271802,0.6668931,0.0006078945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2668282,0.005509119,0.000001465732,0.713608,0.002694096,0.001249123,0.0001212238,0.00005413033,0.009934674],"genre_scores_gemma":[0.07493221,0.00255799,0.001846318,0.8796263,0.01019733,0.0003665946,0.0005826023,0.0001957549,0.02969487],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.191896,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007357722044533,"score_gpt":0.2903196184809177,"score_spread":0.2702460412604724,"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."}}