{"id":"W2131497419","doi":"10.25336/p6ss36","title":"Obesity and its relation to employment income: Does the bias in self-reported BMI matter?","year":2015,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Health Canada; University of Lethbridge","keywords":"Body mass index; Obesity; Demography; Psychology; Regression analysis; Index (typography); Medicine; Statistics; Mathematics; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00217259,0.0001106538,0.0002181226,0.0003095028,0.0006217362,0.000009798348,0.0000723007,0.000135177,0.00003714016],"category_scores_gemma":[0.001096484,0.00007961646,0.00001044851,0.0003975686,0.00001825689,0.0002720394,0.00007871155,0.0003900671,0.0001803585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634659,"about_ca_system_score_gemma":0.0003120671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.264316,"about_ca_topic_score_gemma":0.9453642,"domain_scores_codex":[0.9979559,0.000694313,0.0005704685,0.0002226334,0.0001714591,0.0003852612],"domain_scores_gemma":[0.9987773,0.0004156262,0.0002183987,0.0001805775,0.0001458728,0.0002622122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001429394,0.00001225262,0.9784402,0.0001181565,0.00001502389,0.000008645514,0.01850341,0.00004220381,2.528346e-7,0.000570718,0.002079218,0.0001956515],"study_design_scores_gemma":[0.0003496702,0.00002248881,0.9835194,0.0002534392,0.00001634839,0.000001238388,0.00717908,0.0001392252,3.204619e-7,0.001252541,0.007172341,0.00009387133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825289,0.0006840442,0.000001294382,0.01333711,0.000904359,0.001241797,0.00000773531,0.0000260724,0.001268712],"genre_scores_gemma":[0.9966094,0.0001707331,0.00008645657,0.002332533,0.0001196559,0.0001378341,0.00001382357,0.00001064195,0.0005188544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6810483,"threshold_uncertainty_score":0.740583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2497756217042598,"score_gpt":0.4832970802246402,"score_spread":0.2335214585203804,"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."}}