{"id":"W3021468891","doi":"","title":"Comparing Measures of Obesity in Relation to Health Care Use in Adults from the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Obesity; Longitudinal study; Relation (database); Medicine; Environmental health; Psychology; Computer science; Internal medicine; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003057772,0.0005157951,0.0006632424,0.002707804,0.002055818,0.00106834,0.001397227,0.0004646573,0.0009151986],"category_scores_gemma":[0.004661221,0.0003231933,0.001076609,0.006195709,0.0004636002,0.0003231671,0.0009761494,0.0007912653,0.0001245148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01077013,"about_ca_system_score_gemma":0.01390405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743994,"about_ca_topic_score_gemma":0.9815906,"domain_scores_codex":[0.9968289,0.0003134545,0.0002910021,0.0004405821,0.001565829,0.0005601948],"domain_scores_gemma":[0.9959478,0.0002451423,0.0007595033,0.0001489195,0.002304009,0.0005946675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009799211,0.0000163066,0.9968052,0.00003792067,0.0002145552,0.00001415195,0.0002627108,0.00004018072,0.00005786499,0.00005196148,0.0005406974,0.001860467],"study_design_scores_gemma":[0.000004469989,0.00001449383,0.9993768,0.00001170086,0.00004067933,0.000009586511,0.0001971538,0.00005347074,0.00001451918,0.000007737235,0.0002656552,0.00000365162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859475,0.001733312,0.0002214537,0.0002198506,0.00002982752,0.0001159465,0.009406962,0.00001053281,0.002314613],"genre_scores_gemma":[0.9898723,0.001000667,0.0005232765,0.0001039024,0.00001483385,0.0001050702,0.007870716,0.00000637985,0.0005027705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02560061,"threshold_uncertainty_score":0.07814312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869271056401412,"score_gpt":0.2695284822061239,"score_spread":0.2008357716421098,"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."}}