{"id":"W3134154849","doi":"10.1186/s13063-021-05075-1","title":"Scaling Up Maternal Mental healthcare by Increasing access to Treatment (SUMMIT) through non-specialist providers and telemedicine: a study protocol for a non-inferiority randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Trials","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Centre for Addiction and Mental Health; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Sunnybrook Hospital; Women's College Hospital; University of Toronto","funders":"Janssen Research and Development; National Institute of Mental Health; National Institutes of Health; University of Toronto; Small Business Innovation Research; Eli Lilly and Company; Patient-Centered Outcomes Research Institute; Pfizer","keywords":"Medicine; Summit; Telemedicine; Randomized controlled trial; Protocol (science); Mental health; Mental healthcare; Health care; Healthcare delivery; MEDLINE; Family medicine; Alternative medicine; Nursing; Psychiatry; Surgery","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":[0.0410539,0.007194251,0.01219417,0.003114653,0.003144989,0.005481094,0.004495502,0.009584175,0.07492229],"category_scores_gemma":[0.03970099,0.003205529,0.008682017,0.003596405,0.004515802,0.004824597,0.00238233,0.008085683,0.01346466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005203507,"about_ca_system_score_gemma":0.01368582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542641,"about_ca_topic_score_gemma":0.004468123,"domain_scores_codex":[0.9719983,0.01889784,0.002446974,0.001812994,0.002508184,0.002335705],"domain_scores_gemma":[0.9827959,0.006324032,0.003637808,0.002232995,0.002692693,0.002316693],"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":[0.91569,0.01462827,0.0003980847,0.0206339,0.003319111,0.0003072136,0.0004769752,0.00124683,0.001338379,0.00475876,0.01256109,0.02464136],"study_design_scores_gemma":[0.9617325,0.01950164,0.0006422378,0.002229153,0.001002062,0.00004305072,0.00009020606,0.001207833,0.0003785226,0.00214286,0.01096076,0.00006908783],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001877213,0.0002948008,0.00105623,0.000229578,0.0003436066,0.9948123,0.0007654297,0.00009826859,0.0005225327],"genre_scores_gemma":[0.001696415,0.0001262592,0.001555471,0.0001736782,0.0000541083,0.9959874,0.00007168171,0.000005815742,0.0003292623],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07492229,"threshold_uncertainty_score":0.25064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140898859297478,"score_gpt":0.4762386144158635,"score_spread":0.3621487284861157,"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."}}