{"id":"W4410076383","doi":"10.1111/cob.70024","title":"Cognitive dissonance for weight stigma reduction: The development and effect of a counter‐attitudinal advocacy intervention","year":2025,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Cognitive dissonance; Prosocial behavior; Stigma (botany); Self-justification; Medicine; Cognition; Social psychology; Psychology; Intervention (counseling); Clinical psychology; Self-perception theory; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141511,0.000336689,0.0004125021,0.0004968072,0.0006845239,0.000426147,0.0006523666,0.0006686192,0.003279526],"category_scores_gemma":[0.002664637,0.0002058431,0.0005865222,0.0001716399,0.0005409636,0.0003783146,0.00103753,0.001083058,0.0001660752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560303,"about_ca_system_score_gemma":0.002171289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509174,"about_ca_topic_score_gemma":0.003387347,"domain_scores_codex":[0.999274,0.0003456197,0.00004887799,0.00007969246,0.0001535992,0.00009836042],"domain_scores_gemma":[0.9990121,0.0004228088,0.0001325871,0.00005586554,0.00006155297,0.0003150979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01285586,0.3067132,0.006035698,0.002442454,0.0002513062,0.0003017666,0.005407765,0.0006942668,0.02068942,0.001889058,0.001476377,0.6412429],"study_design_scores_gemma":[0.1190752,0.5515776,0.2035317,0.003458069,0.002546377,0.0008526546,0.009056134,0.01255023,0.05357955,0.005735056,0.03776732,0.0002700167],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931912,0.0002921543,0.00133726,0.0005874616,0.0000965482,0.002292762,0.00002054761,0.00003980316,0.002142438],"genre_scores_gemma":[0.9684554,0.0009929502,0.02385434,0.0005562704,0.00008459174,0.004010594,0.00004826202,0.00001008169,0.001987292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003279526,"threshold_uncertainty_score":0.01097113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09857029497998569,"score_gpt":0.5423537662301554,"score_spread":0.4437834712501697,"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."}}