{"id":"W2089492651","doi":"10.1007/s10935-013-0325-0","title":"Preadolescent Drug Use Resistance Skill Profiles, Substance Use, and Substance Use Prevention","year":2013,"lang":"en","type":"article","venue":"The Journal of Primary Prevention","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute on Drug Abuse; National Institute on Aging","keywords":"Health psychology; Psychology; Competence (human resources); Substance use; Developmental psychology; Social skills; Psychological intervention; Latent class model; Substance abuse; Clinical psychology; Public health; Medicine; Social psychology; Psychiatry","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":[0.0009654174,0.000253625,0.0003341298,0.0001096137,0.0002446604,0.0002063665,0.0002730929,0.000104457,0.000220297],"category_scores_gemma":[0.00005199142,0.0001845102,0.0001837991,0.0002297202,0.0001234642,0.001922743,0.00003465082,0.0004512367,0.00004774523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735481,"about_ca_system_score_gemma":0.00007719157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006884446,"about_ca_topic_score_gemma":0.0002746194,"domain_scores_codex":[0.9973836,0.0006549687,0.000844053,0.0002704544,0.0004991847,0.0003477273],"domain_scores_gemma":[0.9981032,0.0002227086,0.0008492264,0.0003072535,0.0003689051,0.0001486761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005796768,0.006605211,0.4401293,0.0009938048,0.001429847,0.00007056539,0.02171649,0.00005758948,0.01254214,0.02415009,0.4328467,0.05366153],"study_design_scores_gemma":[0.001210949,0.00007531298,0.9823424,0.001257275,0.00009338544,0.00005524531,0.0002402089,0.000001706715,0.0001477133,0.008069157,0.006277656,0.0002289929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919359,0.002362449,0.002342354,0.001141928,0.0009987517,0.0008142989,0.00001194774,0.00002805276,0.0003643132],"genre_scores_gemma":[0.9339273,0.002220534,0.002033893,0.0005121512,0.0003925733,0.00001843829,0.00003352705,0.00003723875,0.06082433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5422131,"threshold_uncertainty_score":0.7524108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479485237887363,"score_gpt":0.2637107941191656,"score_spread":0.228915941740292,"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."}}