{"id":"W2586652045","doi":"","title":"Maternal Depression, Parenting Behaviors and Child Development: Evidence from a Randomized Control Trial","year":2016,"lang":"en","type":"article","venue":"Open Access at Essex (University of Essex)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Randomized controlled trial; Attrition; Cognition; Depression (economics); Psychology; Child development; Intervention (counseling); Antenatal depression; Developmental psychology; Cognitive development; Clinical psychology; Depressive symptoms; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01275661,0.000698432,0.00235825,0.0006686269,0.0005152269,0.001082668,0.001059235,0.002438205,0.003679643],"category_scores_gemma":[0.029943,0.0004274584,0.002516524,0.001042309,0.001505432,0.0006691971,0.0005678312,0.001548543,0.0002524302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008838047,"about_ca_system_score_gemma":0.001797203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367046,"about_ca_topic_score_gemma":0.003303311,"domain_scores_codex":[0.9856766,0.01130249,0.001122283,0.0007650843,0.0007608444,0.0003727484],"domain_scores_gemma":[0.982774,0.01250329,0.00256224,0.001066486,0.0005095008,0.0005844921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8339985,0.0105809,0.006145593,0.01686963,0.02236315,0.0001440615,0.0002886965,0.0007276511,0.001385636,0.001111042,0.001639668,0.1047456],"study_design_scores_gemma":[0.8980556,0.06333393,0.01214549,0.002423256,0.01883568,0.0001042613,0.000128993,0.0009142557,0.0007760498,0.0009525373,0.002287965,0.00004203593],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814401,0.09970931,0.002738005,0.003546488,0.002173119,0.005048371,0.001042128,0.0001344986,0.004168065],"genre_scores_gemma":[0.9758469,0.01583786,0.002958685,0.001149205,0.0005397843,0.002614177,0.000342355,0.00001761403,0.0006934991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275661,"threshold_uncertainty_score":0.06746423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005211946115345,"score_gpt":0.3310840977768768,"score_spread":0.2910319783157233,"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."}}