{"id":"W4394763039","doi":"10.7189/jogh-14-04068","title":"Key lifestyles and health outcomes across 16 prevalent chronic diseases: A network analysis of an international observational study","year":2024,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Mental Health Research Topics","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of Hong Kong","keywords":"Medicine; Irritable bowel syndrome; Anxiety; Disease; Depression (economics); Diabetes mellitus; Physical therapy; Observational study; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004106034,0.0004166172,0.00044967,0.001655432,0.0006791645,0.0007533901,0.0006567664,0.0005535727,0.001228278],"category_scores_gemma":[0.009514964,0.0002955074,0.001071167,0.002916902,0.000499517,0.001025628,0.001674057,0.0007795136,0.0001543659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008887465,"about_ca_system_score_gemma":0.0008220306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02452999,"about_ca_topic_score_gemma":0.02140581,"domain_scores_codex":[0.9976501,0.001321708,0.0002055684,0.0004353859,0.0001422533,0.0002450473],"domain_scores_gemma":[0.9940898,0.001752442,0.00233029,0.0007072676,0.0004759897,0.0006442196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006478094,0.00003303708,0.9981208,0.00001772607,0.0001680139,0.00002996696,0.0003049078,0.0002205725,0.00004540415,0.00004885745,0.0001662999,0.0007794989],"study_design_scores_gemma":[0.00001429737,0.0001106879,0.9945248,0.0000259879,0.0001198304,0.00009885248,0.001333703,0.003350929,0.00003410443,0.0001163288,0.0002608756,0.000009610437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978808,0.0001104335,0.0007032634,0.00007665228,0.000005640104,0.00003455279,0.0009708112,0.000003870727,0.0002139781],"genre_scores_gemma":[0.9979426,0.00008372655,0.0005275887,0.0000215099,0.000005376884,0.00006201414,0.001296967,0.000003227911,0.000057017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02452999,"threshold_uncertainty_score":0.04877442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604031252489359,"score_gpt":0.5749206532917497,"score_spread":0.4145175280428138,"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."}}