{"id":"W2270881449","doi":"10.1016/j.diabres.2016.01.031","title":"Assessing social determinants of health in a pediatric diabetes clinical research trial: Are recruited subjects representative of the larger clinical population?","year":2016,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Juvenile Diabetes Research Foundation Australia; British Heart Foundation; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Mirroring; Diabetes mellitus; Clinical trial; Cohort; Population; Social determinants of health; Cohort study; Physical therapy; Gerontology; Pediatrics; Internal medicine; Public health; Environmental health; Pathology; Endocrinology","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":[0.03631209,0.0006632152,0.001768891,0.0005014454,0.001431939,0.002095589,0.001175378,0.002785007,0.001322061],"category_scores_gemma":[0.05290333,0.0005812318,0.00139975,0.001547413,0.001428637,0.001774113,0.001140603,0.002053865,0.0002190363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006609226,"about_ca_system_score_gemma":0.001910512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003702001,"about_ca_topic_score_gemma":0.006485175,"domain_scores_codex":[0.9521996,0.0409979,0.002327833,0.001658983,0.001919081,0.0008965168],"domain_scores_gemma":[0.9761438,0.01314624,0.004841635,0.00320696,0.001303059,0.001358354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007922139,0.001695564,0.9694336,0.0002462575,0.002599831,0.0001245665,0.0007904773,0.0002107682,0.0004056461,0.0004584567,0.001652474,0.01446013],"study_design_scores_gemma":[0.006285316,0.00542612,0.9796225,0.0002284153,0.002513502,0.0001688946,0.001298046,0.001003336,0.0003679283,0.0009868557,0.002054229,0.00004472071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930086,0.00147524,0.0009580401,0.00201075,0.0001740801,0.0005183226,0.0004439719,0.000007455138,0.001403466],"genre_scores_gemma":[0.9944511,0.0005377217,0.001346823,0.001402803,0.0002785415,0.00123312,0.0005340839,0.000007275124,0.0002084718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03631209,"threshold_uncertainty_score":0.192039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7403057873626359,"score_gpt":0.7171482966206612,"score_spread":0.02315749074197471,"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."}}