{"id":"W2898245562","doi":"10.17269/s41997-018-0146-2","title":"Is there more to the equation? Weight bias and the costs of obesity","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Alberta Innovates; Institute of Musculoskeletal Health and Arthritis; Public Health Agency; Public Health Agency of Canada","keywords":"Obesity; Leverage (statistics); Attribution; Psychological intervention; Public health; Population; Economic cost; Environmental health; Medicine; Public economics; Econometrics; Actuarial science; Psychology; Economics; Social psychology; Statistics; Mathematics; Microeconomics; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02660066,0.0006957786,0.001846464,0.002467177,0.001159556,0.004216271,0.001899045,0.004992196,0.01016244],"category_scores_gemma":[0.2048402,0.0007106758,0.002113714,0.004682842,0.003961903,0.005710118,0.002080543,0.005875401,0.0006026277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004418238,"about_ca_system_score_gemma":0.00608051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1724655,"about_ca_topic_score_gemma":0.1280222,"domain_scores_codex":[0.9782785,0.01225084,0.001952179,0.001560719,0.004306476,0.001651285],"domain_scores_gemma":[0.8615928,0.1025884,0.0170807,0.00704244,0.009194854,0.002500841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001122425,0.0002708612,0.6878273,0.001039151,0.004882693,0.0005434743,0.001707508,0.002765513,0.0001769446,0.08648581,0.04816948,0.1650089],"study_design_scores_gemma":[0.0008414293,0.0003014127,0.5709647,0.007720183,0.007240952,0.001637977,0.005616521,0.01477598,0.0004528077,0.3222652,0.06778234,0.0004003914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1497227,0.0851318,0.007114868,0.7350723,0.005783916,0.00007419489,0.002311695,0.00007382645,0.01471455],"genre_scores_gemma":[0.8761751,0.03131425,0.004757767,0.07185186,0.0106661,0.00006899227,0.0008607697,0.0001109353,0.004194142],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1724655,"threshold_uncertainty_score":0.3429233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2159067983489337,"score_gpt":0.4486668885091248,"score_spread":0.2327600901601911,"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."}}