{"id":"W2147551120","doi":"10.2174/1745017901006010126","title":"Reciprocal Effects of Social Support in Major Depression Epidemiology","year":2010,"lang":"en","type":"article","venue":"Clinical Practice and Epidemiology in Mental Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Epidemiology; Reciprocal; Depression (economics); Social support; Social epidemiology; Psychology; Medicine; Psychiatry; Public health; Psychotherapist; Pathology; Social determinants of health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003514152,0.0004106308,0.0004201256,0.002283988,0.0004646916,0.0009183034,0.0005926306,0.0004728831,0.001964127],"category_scores_gemma":[0.01618043,0.0002923083,0.0009722335,0.001953349,0.0007503916,0.0004577841,0.001687846,0.001014765,0.0001642967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006802236,"about_ca_system_score_gemma":0.0005935201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470288,"about_ca_topic_score_gemma":0.01353576,"domain_scores_codex":[0.996102,0.002022729,0.0002415285,0.0005953222,0.0007286361,0.0003098343],"domain_scores_gemma":[0.987484,0.004651843,0.005081241,0.0007319531,0.001024874,0.001026081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004414949,0.00001086716,0.9946303,0.00003425288,0.0003527812,0.00003838116,0.00006279578,0.00009111619,0.00004970848,0.00008332889,0.00008584483,0.004516366],"study_design_scores_gemma":[0.000002545486,0.0000363894,0.9990854,0.000026425,0.00009279643,0.0001163894,0.00005724071,0.000252476,0.00002196699,0.0001514794,0.0001527131,0.000004096237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979064,0.01402705,0.001407786,0.001173811,0.00006314569,0.00004356028,0.001086098,0.0000294999,0.003104939],"genre_scores_gemma":[0.9985381,0.0008324178,0.0003039814,0.00003828092,0.00003613076,0.00001099313,0.0001601272,0.000002915609,0.00007700136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470288,"threshold_uncertainty_score":0.02923459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174086018444152,"score_gpt":0.5607146540616876,"score_spread":0.4433060522172724,"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."}}