{"id":"W1979678286","doi":"10.1038/oby.2004.113","title":"Decision‐Making Deficits and Overeating: A Risk Model for Obesity","year":2004,"lang":"en","type":"article","venue":"Obesity Research","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; York University","funders":"","keywords":"Overeating; Ventromedial prefrontal cortex; Prefrontal cortex; Addiction; Psychology; Iowa gambling task; Overweight; Developmental psychology; Neuroscience; Medicine; Obesity; Cognitive psychology; Cognition; Clinical psychology; Internal 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":[0.001546414,0.0001466736,0.0002163542,0.0001875063,0.0008523326,0.0001028312,0.0002624086,0.0001902176,0.0001197625],"category_scores_gemma":[0.0005771318,0.0001372528,0.00008379771,0.0002968318,0.0001636984,0.0000820737,0.0001857204,0.0005095063,0.00009489465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009070865,"about_ca_system_score_gemma":0.00009585063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000837999,"about_ca_topic_score_gemma":0.0005686515,"domain_scores_codex":[0.9979737,0.0001419566,0.0002202268,0.0005475352,0.0004544151,0.0006621462],"domain_scores_gemma":[0.998416,0.000723999,0.00006296405,0.0004287644,0.0002395347,0.0001287359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004165486,0.002025233,0.9065484,0.00006795642,0.00004795859,0.00002561806,0.006975383,0.00120227,0.0002651592,0.02901942,0.002622765,0.05078323],"study_design_scores_gemma":[0.004515885,0.001055013,0.7323968,0.0003162012,0.00007313368,0.00002859173,0.002069764,0.01486698,0.000089556,0.2437346,0.0002568799,0.0005965671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676872,0.0003780928,0.02657184,0.00006112221,0.00007747242,0.0005993058,0.00003967421,0.00005524543,0.00453003],"genre_scores_gemma":[0.9855801,0.0000388775,0.01297992,0.0000341762,0.00004955657,0.00008797881,0.000004607175,0.00002943493,0.00119528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2147152,"threshold_uncertainty_score":0.655554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068869072811509,"score_gpt":0.4447568908117652,"score_spread":0.3378699835306144,"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."}}