{"id":"W4241820105","doi":"10.36334/modsim.2013.i4.islam","title":"A model for assessing the association in the repeated measures of depression among the elderly","year":2013,"lang":"en","type":"article","venue":"Piantadosi, J., Anderssen, R.S. and Boland J. (eds) MODSIM2013, 20th International Congress on Modelling and Simulation","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute on Aging; University of Michigan","keywords":"Association (psychology); Depression (economics); Computer science; Psychology; Econometrics; Mathematics; Psychotherapist; Economics","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":[0.007881138,0.001311362,0.001518434,0.001951985,0.0005053961,0.001718601,0.003408037,0.001994169,0.004167689],"category_scores_gemma":[0.0164414,0.0006388564,0.002077138,0.001936806,0.0008687592,0.001614256,0.001340673,0.002255446,0.001143215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121701,"about_ca_system_score_gemma":0.002166573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018871,"about_ca_topic_score_gemma":0.008807895,"domain_scores_codex":[0.9968172,0.002014751,0.0001451877,0.0005949953,0.0002778149,0.00014994],"domain_scores_gemma":[0.9929774,0.005523157,0.0006182815,0.0003023649,0.0004551884,0.0001236647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005132756,0.0003895539,0.03024134,0.0004774771,0.00143454,0.0008087554,0.0008565916,0.6861761,0.001892735,0.188226,0.004816765,0.08416687],"study_design_scores_gemma":[0.00009697224,0.000412256,0.005870679,0.00007718444,0.0003127904,0.0003273022,0.0001077328,0.9130322,0.0002179049,0.07629512,0.003184393,0.00006549896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04197986,0.0007567043,0.9507992,0.00120286,0.00014427,0.0002715814,0.002038897,0.0005198456,0.00228681],"genre_scores_gemma":[0.6461031,0.001965161,0.3317175,0.0004090146,0.0002423752,0.002985168,0.003213451,0.0001165404,0.01324756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01018871,"threshold_uncertainty_score":0.04167992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08490002279052104,"score_gpt":0.3560828814621919,"score_spread":0.2711828586716708,"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."}}