{"id":"W4323809183","doi":"10.1186/s40814-023-01260-y","title":"The Building Emotional Awareness and Mental health (BEAM) program developed with a community partner for mothers of infants: protocol for a feasibility randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Lakehead University; University of Calgary; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Randomized controlled trial; Anxiety; Medicine; General partnership; Psychiatry; Psychology; Nursing","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":[0.005727909,0.000218337,0.001410679,0.00004767195,0.001223974,0.00002467997,0.0000683132,0.00003593262,9.304152e-7],"category_scores_gemma":[0.0009495614,0.0001117935,0.0001331253,0.0001106534,0.0006596271,0.0000556163,0.00006981975,0.0001349723,9.200306e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000850618,"about_ca_system_score_gemma":0.000209085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009960508,"about_ca_topic_score_gemma":0.0003120239,"domain_scores_codex":[0.9978028,0.0005567291,0.0008014775,0.0002729587,0.0002207137,0.0003453087],"domain_scores_gemma":[0.9963357,0.002705908,0.0003623075,0.0002291825,0.0002526017,0.0001142884],"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":[0.9602843,0.0007421489,0.02573525,0.009495907,0.0004353395,1.641567e-7,0.002172158,3.834306e-7,0.000007043321,0.0001504133,0.00005365525,0.0009232222],"study_design_scores_gemma":[0.9603313,0.0077981,0.02547128,0.002460462,0.00008158231,0.000004949609,0.001275453,0.0002128778,0.0001070757,0.001957087,0.0001726512,0.0001271568],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6559771,0.0002397782,0.00004493174,0.00151931,0.00008614719,0.3420151,0.00005221619,0.00005612643,0.000009246718],"genre_scores_gemma":[0.5433294,0.00014483,0.001066346,0.0001095108,0.00005287564,0.4551208,0.00002068386,0.00001672963,0.0001387934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131057,"threshold_uncertainty_score":0.9413944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.270159819743261,"score_gpt":0.4961152033935226,"score_spread":0.2259553836502616,"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."}}