{"id":"W4386995554","doi":"10.3390/children10101590","title":"Mechanisms of Stigmatization in Family-Based Prevention and Treatment of Childhood Overweight and Obesity","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Steno Diabetes Center Copenhagen","keywords":"Overweight; Stigma (botany); Psychological intervention; Obesity; Childhood obesity; Disadvantaged; Psychology; Weight stigma; Social stigma; Clinical psychology; Developmental psychology; Medicine; Psychiatry; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00039593,0.00008044054,0.0002326852,0.0001660405,0.000169,0.000002200332,0.00003322899,0.0001174389,0.00004630403],"category_scores_gemma":[0.00005675762,0.00007109506,0.00001979012,0.000221643,0.00002784682,0.0001097279,0.00002849994,0.00009111908,0.00001306984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003613845,"about_ca_system_score_gemma":0.0001479256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000521377,"about_ca_topic_score_gemma":0.0005687241,"domain_scores_codex":[0.9989647,0.0002795182,0.0003366833,0.0001526044,0.0001085518,0.0001579753],"domain_scores_gemma":[0.9992722,0.0002622934,0.0002658973,0.0001170491,0.00003337691,0.00004918717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005004803,0.0004906643,0.9848958,0.0005438396,0.00002516597,5.902369e-7,0.004139394,0.00001663959,0.0004543988,0.003669783,0.00008642553,0.005627279],"study_design_scores_gemma":[0.001526322,0.0002602949,0.9926327,0.0003601504,0.00002683124,2.098951e-7,0.0003865497,0.0002206726,0.0004196021,0.004071625,0.00004216596,0.00005286399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977945,0.0002975302,0.0003069028,0.0002615954,0.00005982624,0.0009171245,0.00003899182,0.0000302665,0.0002932602],"genre_scores_gemma":[0.9978504,0.00123563,0.0005676961,0.00006371056,0.00002238237,0.00002950075,0.00008428968,0.000008320679,0.0001380514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00773694,"threshold_uncertainty_score":0.2899173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690848820703937,"score_gpt":0.3803532073130746,"score_spread":0.3434447191060352,"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."}}