{"id":"W4376273638","doi":"10.1002/oby.23748","title":"Family‐based weight stigma and psychosocial health: A multinational comparison","year":2023,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; WW International","keywords":"Weight stigma; Psychosocial; Stigma (botany); Medicine; Social stigma; Psychology; Clinical psychology; Gerontology; Overweight; Psychiatry; Body mass index; Family medicine; Human immunodeficiency virus (HIV)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001955263,0.0001503056,0.0003609191,0.0001639399,0.003084213,0.00001576584,0.0001381919,0.0002345333,0.0005761206],"category_scores_gemma":[0.0002816687,0.0001498905,0.00004478437,0.0004182636,0.00008052391,0.0001914411,0.000101186,0.000838995,0.002786102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154273,"about_ca_system_score_gemma":0.000677372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134587,"about_ca_topic_score_gemma":0.002000823,"domain_scores_codex":[0.9971049,0.0009854482,0.000533343,0.0003457434,0.0003795976,0.0006509321],"domain_scores_gemma":[0.9974806,0.001498426,0.0003833486,0.0002012105,0.0001374907,0.0002989401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008566832,0.0002439094,0.7676376,0.000887453,0.00001286361,0.000003574833,0.002975837,0.000005174712,0.0000250008,0.003098852,0.2201367,0.004887393],"study_design_scores_gemma":[0.001074022,0.00006405875,0.8002036,0.0001526784,0.000007506208,1.835729e-7,0.000981077,0.002455452,0.000002876893,0.0005670133,0.1943739,0.0001176016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515446,0.0005237042,0.0005079541,0.03740926,0.001420954,0.0009928166,0.00009433725,0.0004618779,0.007044534],"genre_scores_gemma":[0.9843529,0.000454311,0.001989817,0.009309101,0.0008240276,0.0001154309,0.0001450608,0.00002787749,0.002781504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03280831,"threshold_uncertainty_score":0.9982136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333054826868332,"score_gpt":0.4983306948541429,"score_spread":0.3650252121673097,"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."}}