{"id":"W4289519770","doi":"10.31234/osf.io/czt8h","title":"The Building Emotional Awareness and Mental health (BEAM) program developed with a community partner for mothers of infants: A study protocol for a pilot randomized controlled trial","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Anxiety; Randomized controlled trial; Medicine; Psychology; Clinical psychology; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03345888,0.005178239,0.009922909,0.002844434,0.003068406,0.004036116,0.003497366,0.006591942,0.04575001],"category_scores_gemma":[0.02851677,0.002828746,0.004966407,0.003182316,0.003454372,0.003561758,0.002085756,0.006742907,0.007107602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00419119,"about_ca_system_score_gemma":0.01476699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455838,"about_ca_topic_score_gemma":0.005576431,"domain_scores_codex":[0.9813634,0.01223946,0.001668595,0.001286598,0.001770666,0.001671332],"domain_scores_gemma":[0.9881473,0.00418542,0.002150989,0.001418634,0.002299281,0.001798359],"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":[0.8882915,0.03617335,0.001315394,0.01787267,0.002401842,0.0003497353,0.0006511947,0.001920662,0.002162646,0.002812538,0.01036301,0.03568534],"study_design_scores_gemma":[0.9496183,0.03659874,0.001412509,0.001425847,0.0005995044,0.00003231671,0.0001577288,0.0008724501,0.0003915423,0.001002496,0.007834234,0.00005428944],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002288473,0.0001952987,0.0007447444,0.0001014637,0.0001513035,0.9957746,0.0004104674,0.0000555981,0.0002781377],"genre_scores_gemma":[0.001988129,0.00009322255,0.001407804,0.00007457982,0.00002538412,0.9962046,0.00004147636,0.000002633213,0.0001623057],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04575001,"threshold_uncertainty_score":0.1769496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08811610399788482,"score_gpt":0.4437494490867572,"score_spread":0.3556333450888723,"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."}}