{"id":"W2105173013","doi":"10.1017/s0954579407070289","title":"Effective treatment for postpartum depression is not sufficient to improve the developing mother–child relationship","year":2007,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":489,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Institute of Mental Health","keywords":"Psychology; Temperament; Depression (economics); Interpersonal psychotherapy; Mental health; Postpartum depression; Clinical psychology; Psychiatry; Developmental psychology; Pregnancy; Personality; Randomized controlled trial; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007629821,0.00007665888,0.0003071568,0.00006872747,0.0002551874,0.0002060632,0.0002549238,0.0002314923,0.001594933],"category_scores_gemma":[0.001548308,0.00009196258,0.000168785,0.00006096116,0.0002305256,0.0001593004,0.0001841364,0.0004450576,0.0002205063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049498,"about_ca_system_score_gemma":0.0004677735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008946544,"about_ca_topic_score_gemma":0.001944155,"domain_scores_codex":[0.9997419,0.0001234099,0.00002181406,0.00002004394,0.00005709104,0.00003580463],"domain_scores_gemma":[0.9996303,0.0001602623,0.0000685103,0.0000458268,0.00001981348,0.00007530407],"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":[0.01369461,0.01158349,0.09517664,0.001337183,0.0005789516,0.0004948507,0.00105122,0.0002473078,0.06737503,0.001735728,0.005196485,0.8015285],"study_design_scores_gemma":[0.01113993,0.09208073,0.8288161,0.00169627,0.001381511,0.002553173,0.002811395,0.001202148,0.02119399,0.004569454,0.03250532,0.00004999479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924213,0.00281725,0.0003043927,0.001884311,0.00008185199,0.00008254685,0.00007382542,0.00001013592,0.002324357],"genre_scores_gemma":[0.9889521,0.006920771,0.001943585,0.000907101,0.0000640346,0.0001905455,0.00009004527,0.000002153169,0.0009297452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001594933,"threshold_uncertainty_score":0.005335569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977446229256797,"score_gpt":0.3387462427295464,"score_spread":0.3089717804369784,"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."}}