{"id":"W2903882210","doi":"10.1159/000494383","title":"Changes in and Interactions between Physical and Mental Health in Older Japanese: The Nakanojo Study","year":2018,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anxiety; Hospital Anxiety and Depression Scale; Psychology; Quality of life (healthcare); Depression (economics); Medicine; Longitudinal study; Gerontology; Mental health; Psychiatry","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":[0.0001517462,0.00008918162,0.000277107,0.00008330961,0.00005692073,0.000006050302,0.00004533464,0.0000331357,0.00002825861],"category_scores_gemma":[0.00004481116,0.0000634848,0.000008728197,0.0000866717,0.0002075865,0.00003803022,0.00006724449,0.0001917778,0.000007752634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006340633,"about_ca_system_score_gemma":0.00002078025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151003,"about_ca_topic_score_gemma":0.08052312,"domain_scores_codex":[0.9992456,0.0001276461,0.0001328217,0.0002134757,0.00006343509,0.0002170268],"domain_scores_gemma":[0.9995834,0.0001566257,0.00003585914,0.0001504388,0.00001395432,0.00005968809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009068638,0.0004741812,0.8194318,0.00002895912,0.00004086344,0.00001195735,0.1385028,1.952954e-8,0.0001384918,0.00001990955,0.001991506,0.03926883],"study_design_scores_gemma":[0.002037162,0.001089239,0.9843139,0.00003924748,0.000008791649,0.00007899381,0.01099885,0.00004274927,0.00002148246,0.00003416777,0.001283665,0.00005172836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467731,0.0001750694,0.000001166254,0.05203234,0.0001244584,0.0006178034,0.000005347871,0.00001255617,0.0002582181],"genre_scores_gemma":[0.9985914,0.00001990477,0.00002305025,0.0007285742,0.0002306051,0.00003619961,0.000007444847,0.000007451767,0.0003553182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648821,"threshold_uncertainty_score":0.9362549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04673056940993207,"score_gpt":0.3806203982602261,"score_spread":0.3338898288502941,"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."}}