{"id":"W3119391791","doi":"10.3390/children8010026","title":"A Group Parenting Intervention for Depressed Fathers (LTP + Dads): A Feasibility Study from Pakistan","year":2021,"lang":"en","type":"article","venue":"Children","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Department of Psychiatry, University of Toronto; University of Toronto","keywords":"Psychoeducation; Attendance; Intervention (counseling); Clinical psychology; Depression (economics); Edinburgh Postnatal Depression Scale; Psychology; Center for Epidemiologic Studies Depression Scale; Medicine; Psychiatry; Depressive symptoms; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002313643,0.0007012071,0.0006214811,0.0003292877,0.001176395,0.0004174767,0.0006864363,0.0006366009,0.004371701],"category_scores_gemma":[0.001434327,0.0004576024,0.0005629165,0.0002443176,0.0004634673,0.0004631818,0.000754079,0.0007058531,0.0003146329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008887224,"about_ca_system_score_gemma":0.004137572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006610807,"about_ca_topic_score_gemma":0.0155724,"domain_scores_codex":[0.9992254,0.0003511598,0.00005589345,0.00007571389,0.0001040091,0.0001879078],"domain_scores_gemma":[0.9990569,0.0001753035,0.0001080445,0.0000302945,0.00009481638,0.000534719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05850531,0.3234532,0.1918246,0.005550105,0.0004147877,0.006850926,0.02329607,0.001168226,0.02349606,0.0005378748,0.003569219,0.3613335],"study_design_scores_gemma":[0.06654593,0.5992768,0.3063559,0.0008571694,0.0003224011,0.001287195,0.01574058,0.0004634516,0.002346822,0.0001591765,0.006575738,0.00006883045],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951557,0.0001720902,0.0002276711,0.0001553687,0.00003205844,0.003558694,0.0001675355,0.000008760103,0.0005221629],"genre_scores_gemma":[0.9879311,0.001207036,0.003530517,0.0004386705,0.00006520472,0.005673013,0.0002989362,0.000004874267,0.0008506687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006610807,"threshold_uncertainty_score":0.01462477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354834516887918,"score_gpt":0.3546405026351112,"score_spread":0.321092157466232,"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."}}