{"id":"W2147506049","doi":"10.5888/pcd10.120185","title":"Integrating Weight Bias Awareness and Mental Health Promotion Into Obesity Prevention Delivery: A Public Health Pilot Study","year":2013,"lang":"en","type":"article","venue":"Preventing Chronic Disease","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation","funders":"Institute of Population and Public Health; Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Health promotion; Medicine; Public health; Mental health; Weight management; Promotion (chess); Health education; Gerontology; Obesity; Environmental health; Overweight; Nursing; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005398523,0.000372884,0.0005972254,0.0002434851,0.00533481,0.0001556713,0.0002989343,0.000080354,0.00115662],"category_scores_gemma":[0.0005111395,0.0003484559,0.0000834707,0.000386391,0.00008450917,0.001775847,0.0005243999,0.0009449863,0.0004609132],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780776,"about_ca_system_score_gemma":0.007396703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01357109,"about_ca_topic_score_gemma":0.03222592,"domain_scores_codex":[0.9904627,0.005448987,0.001369307,0.0008389307,0.0005652901,0.001314798],"domain_scores_gemma":[0.996085,0.0003556433,0.001552622,0.0005115834,0.0002513273,0.001243758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007864227,0.007762407,0.9202387,0.008276077,0.000100843,0.000002916498,0.01125771,0.000001410973,0.00001740721,0.000615911,0.004724273,0.04692367],"study_design_scores_gemma":[0.004285806,0.005883182,0.9598906,0.004021091,0.00006957896,0.000002496825,0.01150418,0.003638151,0.000001545855,0.002508013,0.007624262,0.0005710907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620859,0.004003764,0.0007181125,0.02385396,0.0006976193,0.008138333,0.00001882733,0.0003185714,0.0001648805],"genre_scores_gemma":[0.9943818,0.001103099,0.0007523911,0.000791793,0.0004570684,0.0009126333,0.0001910153,0.0000536296,0.001356518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04635258,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149309898361995,"score_gpt":0.4508741270668805,"score_spread":0.3015642287048855,"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."}}