{"id":"W4318591555","doi":"10.1111/jopy.12816","title":"Body mass predicts personality development across 18 years in middle to older adulthood","year":2023,"lang":"en","type":"article","venue":"Journal of Personality","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Eesti Teadusagentuur","keywords":"Agreeableness; Conscientiousness; Personality; Psychology; Body mass index; Big Five personality traits; Overweight; Trait; Developmental psychology; Longitudinal study; Alternative five model of personality; Clinical psychology; Big Five personality traits and culture; Social psychology; Extraversion and introversion; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008268968,0.0002901772,0.0001674506,0.0004066615,0.0003445656,0.0005017507,0.0002099918,0.0004515029,0.001819042],"category_scores_gemma":[0.002936007,0.0002497511,0.0004266874,0.000257793,0.0001894466,0.0003404125,0.0005404761,0.0006382032,0.0003606782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014894,"about_ca_system_score_gemma":0.0001785402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005809644,"about_ca_topic_score_gemma":0.008438798,"domain_scores_codex":[0.9998386,0.000044183,0.00001512458,0.0000328255,0.00002877541,0.00004047425],"domain_scores_gemma":[0.9986293,0.00019345,0.0005688816,0.0001118983,0.0001341001,0.000362365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004860655,0.00003344157,0.9985915,0.000002231568,0.00002693895,0.00001649756,0.00006281253,0.00003372897,0.00007691704,0.000008827959,0.00005614623,0.001042271],"study_design_scores_gemma":[0.000001442745,0.00003826004,0.9997367,0.000002051977,0.000005609011,0.00002115376,0.00003423432,0.0001002928,0.00001125339,0.00001146194,0.00003677541,6.872438e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999366,0.0001484442,0.00005503837,0.00006832673,0.000008493013,0.000003443134,0.0001168435,0.000003761452,0.0002296774],"genre_scores_gemma":[0.9994097,0.000059498,0.00007467691,0.00001665145,0.000006460847,0.000003632553,0.0001407413,9.51658e-7,0.0002877595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005809644,"threshold_uncertainty_score":0.01155162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08837456589671618,"score_gpt":0.3882766757100711,"score_spread":0.2999021098133549,"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."}}