{"id":"W3216396159","doi":"10.14293/s2199-1006.1.sor-.ppsweox.v1","title":"Early Life Adversity, Depressive Symptoms, Marital Satisfaction, and Chronic Stress","year":2021,"lang":"en","type":"article","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Clinical psychology; Context (archaeology); Depressive symptoms; Association (psychology); Multilevel model; Distress; Neglect; Psychiatry; Cognition","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":[0.0006735746,0.0001613838,0.0002398034,0.0004046117,0.0004162351,0.0005346778,0.0001612599,0.0002188612,0.001564722],"category_scores_gemma":[0.003235793,0.0001377994,0.0001787307,0.0003257994,0.0002807806,0.0002631409,0.000572626,0.000402872,0.00008269848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002114156,"about_ca_system_score_gemma":0.000232172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248295,"about_ca_topic_score_gemma":0.005590699,"domain_scores_codex":[0.9996625,0.0001423484,0.00003786431,0.00003401563,0.00005640497,0.00006680285],"domain_scores_gemma":[0.9982064,0.0003485636,0.0008019255,0.00006701025,0.00009666811,0.0004795339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003727246,0.00003958509,0.9980872,0.000006889046,0.00003586567,0.00003065721,0.0001101709,0.00001677491,0.0000774474,0.0000196547,0.00002509089,0.001513439],"study_design_scores_gemma":[0.00000126392,0.00004089942,0.9995628,0.000005102664,0.000006061875,0.00006141974,0.0002000572,0.00005278951,0.000017413,0.00001650043,0.00003461958,9.04424e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994853,0.0001871741,0.00003609704,0.00003615741,0.000002292151,0.000003072925,0.00003935321,5.431376e-7,0.0002100061],"genre_scores_gemma":[0.9997588,0.00009262389,0.00003044904,0.00001319575,0.000002886864,0.000003116471,0.0000410849,2.347003e-7,0.00005770459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00248295,"threshold_uncertainty_score":0.00523448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873060875622106,"score_gpt":0.3063634312805837,"score_spread":0.2876328225243627,"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."}}