{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03307107,0.007230399,0.01166128,0.00327501,0.004609852,0.00581384,0.003922931,0.009156626,0.2057713],"category_scores_gemma":[0.05343979,0.003519627,0.005582672,0.004487773,0.003557213,0.005413004,0.002178986,0.01253788,0.0276663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005713408,"about_ca_system_score_gemma":0.02461165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002909536,"about_ca_topic_score_gemma":0.005595961,"domain_scores_codex":[0.97351,0.01611677,0.003185898,0.002680068,0.002256175,0.002251161],"domain_scores_gemma":[0.9774693,0.008093564,0.004018574,0.002837437,0.004284916,0.003296224],"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":[0.76566,0.01073337,0.001087394,0.0461487,0.003023129,0.0005478867,0.0005640668,0.001711252,0.001389276,0.01632807,0.08150493,0.07130189],"study_design_scores_gemma":[0.8959837,0.01194317,0.001168154,0.01041214,0.001132613,0.0001005505,0.0001722039,0.001944145,0.0007022779,0.005092428,0.07123768,0.0001108971],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005751734,0.0002924987,0.001180615,0.0002618613,0.0005824966,0.9937751,0.002144721,0.00009122949,0.001096337],"genre_scores_gemma":[0.0007405776,0.0001041471,0.001534742,0.0002172543,0.00006729064,0.9967303,0.0001853288,0.000007485749,0.0004128342],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2057713,"threshold_uncertainty_score":0.6883735,"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."}}