{"id":"W3203758650","doi":"10.1002/oby.23275","title":"Policies to address weight discrimination and bullying: Perspectives of adults engaged in weight management from six nations","year":2021,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; WW International","keywords":"Multinational corporation; Weight management; Weight stigma; Stigma (botany); Legislation; Legislature; Political science; Psychology; Medicine; Weight loss; Law; Obesity; Overweight; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008699575,0.0001232585,0.0002634501,0.0002580581,0.001180401,0.00001279709,0.0001199584,0.0001314475,0.0007751044],"category_scores_gemma":[0.000856674,0.0001236187,0.00003155863,0.0004146461,0.00004530271,0.0002683187,0.0002375709,0.0007072308,0.00008400594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606982,"about_ca_system_score_gemma":0.0001175275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221539,"about_ca_topic_score_gemma":0.02283917,"domain_scores_codex":[0.9972465,0.001472908,0.0003930995,0.000342949,0.0002422883,0.0003022367],"domain_scores_gemma":[0.9975159,0.001673431,0.0001892098,0.0002582117,0.0002373383,0.0001258999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002472442,0.001115382,0.5802255,0.002355996,0.00008332657,0.00004589121,0.3086691,0.000005953395,0.0006063776,0.1013809,0.003276803,0.001987448],"study_design_scores_gemma":[0.0008954068,0.00003193644,0.8610915,0.0008165166,0.00003891876,4.160733e-7,0.1274894,0.0000328655,0.0004245474,0.001285943,0.00776958,0.0001230192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582492,0.0007309145,0.0001238129,0.007007727,0.0002481898,0.0006900643,0.00008143677,0.00003507565,0.03283355],"genre_scores_gemma":[0.9924003,0.001950216,0.00239755,0.0004189723,0.0001435772,0.00008783606,0.00003549139,0.00001179246,0.002554221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2808659,"threshold_uncertainty_score":0.9949915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703832228571614,"score_gpt":0.3950410206604607,"score_spread":0.3480026983747446,"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."}}