{"id":"W2162244129","doi":"10.1186/1745-6215-15-72","title":"Study protocol for a randomized, controlled, superiority trial comparing the clinical and cost- effectiveness of integrated online mental health assessment-referral-care in pregnancy to usual prenatal care on prenatal and postnatal mental health and infant health and development: the Integrated Maternal Psychosocial Assessment to Care Trial (IMPACT)","year":2014,"lang":"en","type":"article","venue":"Trials","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; McMaster University; The King's University; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; University of Toronto; University of New South Wales; University of Alberta; Children’s Hospital of Wisconsin Research Institute; University of Manitoba; Murdoch Children's Research Institute; McMaster University","keywords":"Medicine; Randomized controlled trial; Psychosocial; Anxiety; Mental health; Referral; Edinburgh Postnatal Depression Scale; Prenatal care; Psychiatry; Clinical psychology; Family medicine; Population; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0111119,0.0006673594,0.004710095,0.0002584098,0.0007143207,0.0001742061,0.0002183292,0.000164924,0.00000662507],"category_scores_gemma":[0.0008520724,0.0003622965,0.0002469386,0.0001826267,0.0002526464,0.0001353311,0.0002656193,0.0007289529,3.024722e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008088924,"about_ca_system_score_gemma":0.00263384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493308,"about_ca_topic_score_gemma":0.002110449,"domain_scores_codex":[0.9848647,0.009357278,0.003407213,0.0009089058,0.0007316318,0.0007302325],"domain_scores_gemma":[0.9951941,0.002222841,0.001166002,0.0003446137,0.0002059867,0.0008664355],"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":[0.8918006,0.0009729581,0.05403546,0.004832424,0.0003621808,0.000003198772,0.03306798,0.000001971099,0.000003346787,0.00005061581,0.00001404851,0.01485518],"study_design_scores_gemma":[0.8546379,0.0397685,0.0738603,0.01559643,0.00007240279,0.00003085505,0.0153958,0.00006144572,0.00006865891,0.000004426074,0.0002229853,0.0002803302],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6484243,0.0007566605,0.00003076539,0.0006629604,0.0005844841,0.34875,0.0007575438,0.00002606833,0.000007221893],"genre_scores_gemma":[0.883935,0.0001117732,0.0005902672,0.0004074751,0.0002467055,0.1140841,0.0005725243,0.00004632768,0.00000587859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355107,"threshold_uncertainty_score":0.9998829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12473000799977,"score_gpt":0.5206218004600504,"score_spread":0.3958917924602803,"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."}}