{"id":"W2133733676","doi":"10.1186/1471-244x-12-198","title":"Depressive symptoms in people with chronic physical conditions: prevalence and risk factors in a Hong Kong community sample","year":2012,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Hong Kong","keywords":"Patient Health Questionnaire; Depression (economics); Medicine; Body mass index; Clinical psychology; Cross-sectional study; Cohort; Demography; Psychiatry; Depressive symptoms; Anxiety; Internal medicine","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":[0.00052182,0.0002865135,0.0003099579,0.0006867985,0.0006386741,0.0005419264,0.000305913,0.0003243746,0.0008829945],"category_scores_gemma":[0.0005302337,0.0003641772,0.0003785266,0.0009743543,0.0003448336,0.0003408238,0.0004884991,0.0003462031,0.0001801195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587766,"about_ca_system_score_gemma":0.0006435365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1281334,"about_ca_topic_score_gemma":0.09832582,"domain_scores_codex":[0.9997807,0.00004098148,0.00003649066,0.00004881983,0.00004380432,0.00004917036],"domain_scores_gemma":[0.9995617,0.00003427572,0.000120866,0.0000275265,0.00008028141,0.0001752924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000026373,0.000032066,0.9991128,0.00001141664,0.00002925744,0.00005027563,0.0002016837,0.00001086856,0.0001010329,0.0000041366,0.00007415384,0.0003459604],"study_design_scores_gemma":[0.000003122193,0.00003292099,0.9993656,0.000005283619,0.00001009875,0.00004720146,0.0004375408,0.0000385372,0.00001153117,0.000002224207,0.00004432353,0.000001566289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999363,0.00009819616,0.00001900836,0.00002265605,0.000002997981,0.00001621135,0.0003258744,9.211198e-7,0.0001512084],"genre_scores_gemma":[0.9993821,0.0001091548,0.00003570175,0.00003525712,0.000003263172,0.00001803545,0.0002952586,5.456357e-7,0.0001206676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1281334,"threshold_uncertainty_score":0.2547752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655789921641808,"score_gpt":0.3250391764973294,"score_spread":0.3084812772809113,"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."}}