{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05743771,0.00664759,0.01114618,0.004020465,0.004838911,0.006904181,0.004275831,0.008497227,0.09750705],"category_scores_gemma":[0.04508603,0.00457146,0.006597314,0.004637631,0.004539563,0.005665375,0.00310771,0.01150283,0.01559677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009351547,"about_ca_system_score_gemma":0.02556502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005450513,"about_ca_topic_score_gemma":0.009119193,"domain_scores_codex":[0.9703105,0.0171516,0.003803894,0.002110057,0.003648254,0.002975625],"domain_scores_gemma":[0.9804489,0.006025336,0.003602804,0.002283396,0.005045479,0.002594088],"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":[0.7075576,0.04001268,0.002080336,0.08587807,0.004238985,0.0009922337,0.002396547,0.005212785,0.004165639,0.01308048,0.05289717,0.08148748],"study_design_scores_gemma":[0.8696411,0.03642252,0.003334573,0.01196981,0.001353642,0.0001288375,0.0007252774,0.002867918,0.001620025,0.006185637,0.0655274,0.0002233522],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003163207,0.00006473193,0.0003222183,0.00006093995,0.00008515857,0.9986525,0.0002901103,0.00002701554,0.0001809287],"genre_scores_gemma":[0.0003305065,0.00004118038,0.0006961828,0.00004664435,0.00001145641,0.9987428,0.0000310202,0.000001857954,0.00009848032],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09750705,"threshold_uncertainty_score":0.3261936,"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."}}