{"id":"W4379795781","doi":"10.1016/j.jpsychores.2023.111305","title":"Supporting depressed fathers following child birth- a partner inclusive, culturally sensitive, low literacy parenting program","year":2023,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Birth, Development, and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Socioeconomic status; Demography; Context (archaeology); Literacy; Inequality; Psychology; Quantile; Geography; Sociology; Population; Economics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009469657,0.0001954839,0.000293942,0.0001198317,0.00237803,0.0006738526,0.0006061756,0.0005478533,0.003701892],"category_scores_gemma":[0.002899647,0.0002360068,0.0002367318,0.0001085831,0.0002744968,0.0004272324,0.002230756,0.001382026,0.0002552667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730434,"about_ca_system_score_gemma":0.003099563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251136,"about_ca_topic_score_gemma":0.02224816,"domain_scores_codex":[0.9996077,0.0001850371,0.00001483473,0.00002510502,0.00004199914,0.0001254234],"domain_scores_gemma":[0.9983311,0.0001670487,0.0001195458,0.00003093322,0.00005398066,0.001297403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002611353,0.03973764,0.2698633,0.0007340333,0.0002376488,0.01395746,0.0533417,0.0003722354,0.007563124,0.00103594,0.03939101,0.5711547],"study_design_scores_gemma":[0.004852565,0.0334705,0.6509156,0.003134905,0.000890558,0.00982853,0.2228667,0.001354472,0.004515576,0.002826066,0.06517432,0.0001701635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893286,0.0006118268,0.0004367513,0.004740034,0.0002438712,0.0002232043,0.00005420591,0.00003334358,0.004328117],"genre_scores_gemma":[0.9904822,0.001393974,0.002596464,0.002183729,0.00009550022,0.0003073661,0.00006665832,0.000009732748,0.002864239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003701892,"threshold_uncertainty_score":0.01238406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05467491556636233,"score_gpt":0.4686994527638048,"score_spread":0.4140245371974424,"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."}}