{"id":"W1989481442","doi":"10.1080/13607860801933414","title":"Predicting longitudinal patterns of psychological distress in older husband caregivers: Further analysis of existing data","year":2008,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Stressor; Distress; Psychological intervention; Psychology; Psychological distress; Longitudinal study; Clinical psychology; Longitudinal data; Mental health; Psychiatry; Medicine; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008711816,0.00008254719,0.0003648074,0.0001288623,0.0003097634,0.000008544414,0.0003066041,0.00004425664,0.0001395713],"category_scores_gemma":[0.00006330435,0.00007740653,0.0000582899,0.0004696799,0.0001501602,0.0001471972,0.0001004155,0.0001204678,6.123333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532553,"about_ca_system_score_gemma":0.00008479473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.152315,"about_ca_topic_score_gemma":0.05115569,"domain_scores_codex":[0.998262,0.0002163058,0.0004527534,0.0002877924,0.0003602049,0.0004209505],"domain_scores_gemma":[0.9991557,0.0001632811,0.0002511443,0.0002652793,0.00002517989,0.0001393945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008694161,0.00009919349,0.9596655,0.0001206393,0.00003072559,0.000005639406,0.03795091,0.00001211787,3.410043e-7,0.00009537874,0.0001137993,0.001897059],"study_design_scores_gemma":[0.0002935479,0.00002703263,0.9767688,0.0002129872,0.00002105041,9.922907e-7,0.0221449,0.0002468246,0.000001511303,0.000003295501,0.0002188652,0.00006020665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962774,0.000497138,0.00007117295,0.001724885,0.0001498519,0.0001736545,0.000304806,0.00001667773,0.0007844202],"genre_scores_gemma":[0.9986888,0.0006617029,0.0001260703,0.0002553236,0.00005494758,0.000002399495,0.000130605,0.000005052134,0.00007515644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011593,"threshold_uncertainty_score":0.9661583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685074098488905,"score_gpt":0.4565254236346513,"score_spread":0.2880180137857609,"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."}}