{"id":"W2747589634","doi":"10.2196/publichealth.7047","title":"Body Weight Misperception and Dissatisfaction Among Overweight and Obese Adult Nigerians","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Nigerians; Obesity; Weight loss; Environmental health; Medicine; Body mass index; Psychology; Political science; Endocrinology","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":[0.0008416461,0.0002116737,0.0002499302,0.0004410012,0.0006227164,0.0005587805,0.0001489545,0.0002517471,0.001245745],"category_scores_gemma":[0.001862324,0.0002490479,0.0001937995,0.0003209503,0.0003555369,0.0003293828,0.0004011463,0.0004443359,0.0001246279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182629,"about_ca_system_score_gemma":0.0002571312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005251338,"about_ca_topic_score_gemma":0.009100779,"domain_scores_codex":[0.9997128,0.00008529005,0.0000425001,0.00002976394,0.0000846356,0.00004505688],"domain_scores_gemma":[0.9992728,0.0001208442,0.0003836584,0.00002895629,0.00008319477,0.0001106085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004317374,0.00006639678,0.9945672,0.00002606327,0.00001288876,0.0001173127,0.002387303,0.000009621906,0.0002868276,0.0000198399,0.00007825736,0.002385098],"study_design_scores_gemma":[0.000004032495,0.0001171832,0.9898111,0.00005189852,0.0000137758,0.0003190125,0.009218413,0.00007567822,0.00007551687,0.00002964017,0.0002793188,0.000004421744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994324,0.0001558104,0.00001803947,0.00004402421,0.000006790631,0.000006772006,0.00002462421,4.14541e-7,0.0003111365],"genre_scores_gemma":[0.9995933,0.0001777239,0.00004113785,0.00003432577,0.000003645221,0.000006720573,0.00002392174,3.694095e-7,0.0001187857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005251338,"threshold_uncertainty_score":0.01044154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04008045678269932,"score_gpt":0.40328609424171,"score_spread":0.3632056374590106,"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."}}