{"id":"W4414253408","doi":"10.2196/65616","title":"Health Indicators as Measures of Individual Health Status, Their Perceived Importance, and Associated Factors: Cross-Sectional Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Health indicator; Public health; Intervention (counseling); Measure (data warehouse); Self-rated health; Observational methods in psychology; Population health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007244802,0.0003162804,0.0005968284,0.001684232,0.0007027548,0.0008438207,0.0005398595,0.0006349567,0.00101537],"category_scores_gemma":[0.01086453,0.0005244681,0.0006508965,0.00256727,0.0006216185,0.001310573,0.0009031955,0.001202798,0.0003056416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004897395,"about_ca_system_score_gemma":0.0007422323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002560843,"about_ca_topic_score_gemma":0.003760896,"domain_scores_codex":[0.9959642,0.001996136,0.0005642961,0.0004040958,0.0008544199,0.0002168707],"domain_scores_gemma":[0.9884193,0.003788815,0.004798449,0.0007150312,0.001409035,0.0008693216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006565987,0.0001807715,0.9982705,0.00003727863,0.00005908551,0.00002124832,0.00024189,0.00002249578,0.00007493782,0.00001731643,0.00009296166,0.000915846],"study_design_scores_gemma":[0.00001893487,0.0008407465,0.9972,0.0000362341,0.00006027162,0.0001776904,0.0009686541,0.0002185648,0.0000836601,0.00003480538,0.0003501774,0.00001031718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973438,0.0004041592,0.0007311737,0.00003936129,0.00001166675,0.0002504115,0.0008168411,0.000005725256,0.0003968495],"genre_scores_gemma":[0.9968206,0.0002945111,0.001304395,0.0001001443,0.0000216182,0.0004465484,0.000862452,0.000004247054,0.0001454769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007244802,"threshold_uncertainty_score":0.03831458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270956514657602,"score_gpt":0.4108850345256597,"score_spread":0.2837893830598995,"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."}}