{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285426,0.0002035849,0.0007163911,0.0001021492,0.000471269,0.00004322254,0.00006592015,0.00002248207,0.000001749307],"category_scores_gemma":[0.0001268514,0.0001747412,0.00002877067,0.0001122716,0.000243041,0.000311508,0.0004125067,0.00008464005,7.740984e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009529476,"about_ca_system_score_gemma":0.00006415155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006770242,"about_ca_topic_score_gemma":0.0005525231,"domain_scores_codex":[0.9981015,0.0001359799,0.0007175906,0.0005323867,0.0002188703,0.0002936185],"domain_scores_gemma":[0.9990547,0.0001278299,0.0003266534,0.000177627,0.00007855467,0.000234627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003982462,0.001999334,0.9669677,0.01119346,0.0001438725,5.580914e-7,0.01046503,2.591158e-7,0.0001087948,0.00004855057,0.00002360939,0.005066381],"study_design_scores_gemma":[0.008247714,0.01982203,0.9478078,0.003090558,0.00002340303,0.00001790027,0.01987212,0.0001225167,0.0001035391,0.000753389,0.000007240236,0.000131811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900766,0.004475489,0.00001167334,0.0008032016,0.0001692036,0.004027532,0.0003995769,0.00003230217,0.000004402065],"genre_scores_gemma":[0.9985217,0.001036785,0.0001806246,0.00006430492,0.00002395517,0.0000638171,0.00006342107,0.00001542048,0.00002996349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191599,"threshold_uncertainty_score":0.7125738,"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."}}