{"id":"W2118281900","doi":"10.1001/archpediatrics.2009.7","title":"Predicting Gambling Behavior in Sixth Grade From Kindergarten Impulsivity","year":2009,"lang":"en","type":"article","venue":"Archives of Pediatrics and Adolescent Medicine","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Impulsivity; Psychology; Longitudinal study; Developmental psychology; Millennium Cohort Study (United States); Parental monitoring; Cohort study; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001375067,0.0002004421,0.0003747051,0.0003654869,0.00005475101,0.00000762999,0.000141362,0.00007674623,0.00004045832],"category_scores_gemma":[0.00005479459,0.0001671161,0.00006040913,0.0002154669,0.0001085635,0.00004514326,0.00003970427,0.0002988329,0.000002361889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001154214,"about_ca_system_score_gemma":0.00001691867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004990631,"about_ca_topic_score_gemma":0.00002979559,"domain_scores_codex":[0.9985206,0.00007754896,0.0004435632,0.0003889646,0.0002370847,0.00033226],"domain_scores_gemma":[0.99917,0.0002103487,0.0001775604,0.000255875,0.00001619888,0.0001700263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008148255,0.0008967193,0.9505594,0.00002017188,0.000007789119,0.0001048452,0.002005057,0.00000141168,0.001577352,0.0001017107,0.00008159436,0.04456245],"study_design_scores_gemma":[0.003005309,0.000471411,0.9946076,0.0001186223,0.0002158456,0.000007719357,0.0004622195,0.0000359854,0.00006595626,0.0008527866,0.0000270508,0.0001294819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959045,0.001983443,0.0001282227,0.0005393154,0.0003494617,0.0002679012,0.00003206454,0.00003331892,0.0007617964],"genre_scores_gemma":[0.9984965,0.0005294644,0.0002717613,0.0001432586,0.0004233644,0.000007728777,0.00005141447,0.00001457115,0.00006189519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04443296,"threshold_uncertainty_score":0.6814796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902687515157885,"score_gpt":0.3592916210728228,"score_spread":0.300264745921244,"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."}}