{"id":"W4385580763","doi":"10.1186/s40359-023-01244-w","title":"Early intervention to prevent adverse child emotional and behavioural development following maternal depression in pregnancy: study protocol for a randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences; Medical Research Council; National Health and Medical Research Council; Austin Medical Research Foundation","keywords":"CBCL; Randomized controlled trial; Child Behavior Checklist; Anxiety; Edinburgh Postnatal Depression Scale; Psychology; Depression (economics); Clinical psychology; Child development; Antenatal depression; Psychiatry; Pregnancy; Pediatrics; Medicine; Depressive symptoms","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":[0.000683659,0.0001660475,0.0004541425,0.0002352564,0.00009646248,0.00001066286,0.00007455367,0.00008576427,0.00004088148],"category_scores_gemma":[0.00006982352,0.0001320651,0.0001449126,0.0000986381,0.00001089499,0.00005702593,0.0000564701,0.0001234054,0.00001967585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005322563,"about_ca_system_score_gemma":0.00003415584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002798575,"about_ca_topic_score_gemma":0.00007126942,"domain_scores_codex":[0.9981651,0.0002205028,0.0007210051,0.00038038,0.0001974389,0.0003155648],"domain_scores_gemma":[0.9994716,0.00007771873,0.000144358,0.0001469855,0.0000227203,0.0001366339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5934757,0.001469043,0.402211,0.0006310748,0.0000512096,0.00004904906,0.0008979709,0.000001890694,0.00002868741,0.000002302589,0.00001624377,0.001165789],"study_design_scores_gemma":[0.4686633,0.001492733,0.5255153,0.004037664,0.00002361444,0.00001372747,0.00002794707,0.00001313184,0.0001082884,0.00001246314,0.00002432592,0.00006752701],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7241827,0.000009838655,0.0001134971,0.00007575164,0.0004729043,0.275052,0.00000203427,0.00004161163,0.00004964068],"genre_scores_gemma":[0.6021032,4.284187e-7,0.0002983059,0.00005278692,0.00004606833,0.3970172,0.000007353889,0.00001372169,0.0004609174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248124,"threshold_uncertainty_score":0.5385458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06171867897800197,"score_gpt":0.4186186302556261,"score_spread":0.3568999512776241,"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."}}