{"id":"W2078915103","doi":"10.1089/owm.2010.0105","title":"Managing Obesity in Healthcare Settings: Stigma or Support?","year":2010,"lang":"en","type":"article","venue":"Obesity and Weight Management","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Obesity; Stigma (botany); Health care; Medicine; Weight management; Gerontology; Family medicine; Overweight; Psychiatry; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.002703081,0.0002917481,0.000461251,0.0003354269,0.001940378,0.00004723951,0.0003340371,0.0003403718,0.002698117],"category_scores_gemma":[0.00008441928,0.0002543243,0.00005083892,0.0003883987,0.00009925885,0.0005430302,0.0005653731,0.001960543,0.001072295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122536,"about_ca_system_score_gemma":0.0001511352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957273,"about_ca_topic_score_gemma":0.02558162,"domain_scores_codex":[0.9966015,0.000557903,0.0007343292,0.0006665309,0.0003811352,0.001058608],"domain_scores_gemma":[0.9981745,0.0004719851,0.0003479354,0.0005502135,0.0000808054,0.0003745964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003865306,0.0008409129,0.8131369,0.01279857,0.00007638081,0.0007187669,0.005008311,0.000002025899,0.00001951339,0.0959946,0.03797512,0.0330424],"study_design_scores_gemma":[0.001594124,0.0001314972,0.5971156,0.0005226416,0.00005652996,0.000008573746,0.002792629,0.0001651053,0.00001035643,0.007944231,0.3892821,0.0003765973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588013,0.000281748,0.0002049776,0.06194833,0.002072698,0.002666244,0.00002728999,0.0002908333,0.07370657],"genre_scores_gemma":[0.9534574,0.004406841,0.003772462,0.01476773,0.0005192536,0.0002012597,0.00004314129,0.00004408542,0.02278784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.351307,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097780594846907,"score_gpt":0.3773368145961902,"score_spread":0.3463590086477212,"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."}}