{"id":"W4321329206","doi":"10.1186/s40814-023-01245-x","title":"Building Emotional Awareness and Mental Health (BEAM): an open-pilot and feasibility study of a digital mental health and parenting intervention for mothers of infants","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; University of Manitoba; University of British Columbia; University of Calgary","funders":"Children's Hospital Research Institute of Manitoba; Research Manitoba","keywords":"Mental health; Anxiety; Stressor; Intervention (counseling); Randomized controlled trial; Depression (economics); Attrition; Clinical psychology; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005735924,0.001077023,0.00128829,0.0006879816,0.001339433,0.001118311,0.001877391,0.001240077,0.004747916],"category_scores_gemma":[0.005258981,0.0008170226,0.00104241,0.0004155043,0.001170466,0.0009122803,0.001703532,0.002079653,0.0005934233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351292,"about_ca_system_score_gemma":0.004700304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007451613,"about_ca_topic_score_gemma":0.01418108,"domain_scores_codex":[0.9971256,0.001597753,0.0001797712,0.0002244069,0.0003571633,0.0005153718],"domain_scores_gemma":[0.9969323,0.001362875,0.0003281608,0.0002498736,0.000328792,0.000797999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07051151,0.6477934,0.02698172,0.004416937,0.0006798874,0.0008008216,0.01097821,0.0009266789,0.01198283,0.0003105034,0.002148374,0.2224692],"study_design_scores_gemma":[0.1206972,0.7606431,0.103057,0.0005376231,0.0006010026,0.0002449816,0.005393013,0.000850664,0.003255104,0.0003296013,0.004311414,0.00007937908],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768339,0.0001126343,0.0005137481,0.0001824851,0.00004285129,0.02121254,0.000312495,0.00005064132,0.0007387344],"genre_scores_gemma":[0.8911033,0.0007615382,0.0161682,0.0007756675,0.000109965,0.08885349,0.0005164433,0.00002054282,0.001690861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007451613,"threshold_uncertainty_score":0.03033483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702576345061867,"score_gpt":0.4754864938859106,"score_spread":0.205228859379724,"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."}}