{"id":"W2022715766","doi":"10.1097/chi.0b013e3181640805","title":"Change in Child Psychopathology With Improvement in Parental Depression: A Systematic Review","year":2008,"lang":"en","type":"review","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":355,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Institute of Mental Health","keywords":"Psychopathology; PsycINFO; Psychology; Depression (economics); Observational study; Clinical psychology; Postpartum depression; Child psychopathology; Developmental psychopathology; MEDLINE; Psychiatry; Medicine; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004522653,0.001008923,0.009909542,0.003554805,0.0003778428,0.001565336,0.001500335,0.001414966,0.003051026],"category_scores_gemma":[0.01854222,0.001022854,0.007371057,0.004505297,0.0007689449,0.001402975,0.001184304,0.001327785,0.0001611017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718545,"about_ca_system_score_gemma":0.005526127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186381,"about_ca_topic_score_gemma":0.04873431,"domain_scores_codex":[0.9964474,0.0009386299,0.001405464,0.000522353,0.0005494726,0.0001367323],"domain_scores_gemma":[0.989421,0.006504641,0.002960772,0.0001893396,0.0006851577,0.0002391333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001296298,0.00007932184,0.004540376,0.8837944,0.04699556,0.0002155264,0.0003148322,0.0001585216,0.0002297715,0.0001100325,0.001645109,0.06062023],"study_design_scores_gemma":[0.003448794,0.00136516,0.04185867,0.4641879,0.4713849,0.0009314139,0.000701828,0.0002281285,0.0004343033,0.0002264016,0.01511455,0.0001178449],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003396953,0.9957734,0.00007934083,0.0001069218,0.00008900314,0.000176739,0.0002645348,0.00000786805,0.0001052846],"genre_scores_gemma":[0.06589629,0.9320526,0.000818977,0.0005111794,0.00006370955,0.0003349485,0.0002001141,0.000005835208,0.000116398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01186381,"threshold_uncertainty_score":0.02391833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412049223301076,"score_gpt":0.3287467496610693,"score_spread":0.3046262574280585,"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."}}