{"id":"W4403823642","doi":"10.1093/eurpub/ckae144.247","title":"Childhood socioeconomic status and depression in adulthood: systematic review","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Depression (economics); Psychology; Psychiatry; Demography; Medicine; Environmental health; Sociology; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004708721,0.001110191,0.005884853,0.007558933,0.0004296045,0.002173731,0.00125966,0.001450308,0.005104141],"category_scores_gemma":[0.02710794,0.00073838,0.004538494,0.009259711,0.000875572,0.001599905,0.001313553,0.0009544051,0.0002815424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00263215,"about_ca_system_score_gemma":0.008722018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019621,"about_ca_topic_score_gemma":0.02330864,"domain_scores_codex":[0.9955736,0.001396928,0.001673273,0.0004301743,0.0007338907,0.0001919736],"domain_scores_gemma":[0.9788193,0.01505098,0.004524743,0.0002694535,0.001120682,0.0002147568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001067872,0.000009291962,0.00140418,0.9715748,0.007956425,0.00009670561,0.0001182717,0.00009339194,0.00007350733,0.0002117539,0.001350846,0.01700407],"study_design_scores_gemma":[0.0001581009,0.0001516755,0.01025767,0.9117152,0.06258842,0.0004796057,0.0002228879,0.0001016935,0.0001272164,0.0004507663,0.01371537,0.00003125371],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001273002,0.997366,0.00009977083,0.0002552947,0.00007665754,0.0001765158,0.0005296884,0.00000754309,0.0002154446],"genre_scores_gemma":[0.02602961,0.9718843,0.0004900818,0.0005177603,0.0000935383,0.0004848939,0.0003558386,0.000004649799,0.000139379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01019621,"threshold_uncertainty_score":0.0249024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460992796538723,"score_gpt":0.3756131125693644,"score_spread":0.3410031846039772,"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."}}