{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002327923,0.0001341135,0.000261837,0.00002667186,0.0001139621,0.00003519944,0.00008024411,0.00005273381,0.0001616372],"category_scores_gemma":[0.00006373553,0.0001233348,0.0001489667,0.000069762,0.00001854526,0.00006241764,0.00006744856,0.0001313372,0.0000116186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000746734,"about_ca_system_score_gemma":0.00002701378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004572998,"about_ca_topic_score_gemma":0.0002173706,"domain_scores_codex":[0.9987311,0.00010327,0.0003632106,0.0004045344,0.0001626681,0.000235206],"domain_scores_gemma":[0.9992842,0.00006723552,0.0001072019,0.0003676298,0.00005212178,0.0001215956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006844061,0.001681647,0.992511,0.0005389221,0.0001422812,0.00002407697,0.0008581673,3.850505e-7,0.0003761439,0.00003546806,0.00003296376,0.003114591],"study_design_scores_gemma":[0.005018753,0.0004861471,0.9869773,0.001624556,0.0001507995,0.00001622727,0.0004691622,0.00002689195,0.004693906,0.0003607441,0.00006012486,0.0001154053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961401,0.001098531,0.0004678156,0.0001224621,0.000317296,0.001536557,0.0001222627,0.00007429039,0.0001206954],"genre_scores_gemma":[0.9983684,0.00001055595,0.0004057418,0.0001788503,0.0001700458,0.0001178791,0.0004587433,0.00002231874,0.0002674744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005533664,"threshold_uncertainty_score":0.5029448,"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."}}