{"id":"W4379469441","doi":"10.2196/11623","title":"Examining Feasibility, Acceptability, and Preliminary Outcomes of a Culturally Adapted Evidence-Based Postpartum Depression Preventive Intervention for Women in Doha, Qatar: Protocol for a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qatar National Research Fund","keywords":"Randomized controlled trial; Medicine; Postpartum depression; Anxiety; Psychological intervention; Intervention (counseling); Postpartum period; Mental health; Psychiatry; Clinical psychology; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04371823,0.005055525,0.009206695,0.002906804,0.003684721,0.004573406,0.003172197,0.006935443,0.06223378],"category_scores_gemma":[0.04490238,0.002917987,0.007041933,0.003004836,0.00328205,0.004475845,0.002201005,0.007557499,0.00770562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006238589,"about_ca_system_score_gemma":0.01886736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889973,"about_ca_topic_score_gemma":0.004768992,"domain_scores_codex":[0.9749741,0.0137562,0.004368245,0.001917667,0.002542516,0.002441232],"domain_scores_gemma":[0.979818,0.006172342,0.00467574,0.001949904,0.005052205,0.002331801],"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":[0.7933704,0.04397567,0.002006585,0.0535587,0.003413366,0.0005081306,0.001959787,0.00256259,0.002788707,0.004761045,0.01503561,0.07605944],"study_design_scores_gemma":[0.9099914,0.04878977,0.00362768,0.0081216,0.001639623,0.00006636174,0.0004871536,0.00172944,0.001283804,0.002484281,0.02163571,0.000143096],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001264008,0.0001170072,0.0003987672,0.00007414276,0.0000836984,0.9975051,0.0002848924,0.00002407509,0.0002482365],"genre_scores_gemma":[0.001163894,0.00007063089,0.0009498876,0.0000600824,0.00001452076,0.9976012,0.00004028635,0.000001784941,0.00009774746],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06223378,"threshold_uncertainty_score":0.2312069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2995752397342814,"score_gpt":0.5597201916355119,"score_spread":0.2601449519012305,"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."}}