{"id":"W1748570463","doi":"10.1016/j.addbeh.2015.10.001","title":"Substance use in incarcerated male offenders: Predictive validity of a personality typology of substance misusers","year":2015,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Typology; Sensation seeking; Psychology; Clinical psychology; Anxiety sensitivity; Personality; Psychiatry; Anxiety; Substance use; Latent class model; Population; Mental health; Medicine; Social psychology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003386097,0.0002805311,0.0007898125,0.000253435,0.00002671585,0.000003934372,0.0001377749,0.000200113,0.0001755273],"category_scores_gemma":[0.0001503262,0.0002555374,0.0001704287,0.0007172974,0.0006570447,0.0003217662,0.00001471416,0.0002639529,0.000006745963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004643533,"about_ca_system_score_gemma":0.000235635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005899422,"about_ca_topic_score_gemma":0.002795315,"domain_scores_codex":[0.9979389,0.0002162009,0.0005533113,0.000433917,0.0004874583,0.000370179],"domain_scores_gemma":[0.9982158,0.0002704552,0.0003102819,0.0004308941,0.0005736735,0.0001989165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002671072,0.0007595154,0.9784954,0.00001935938,0.0001292471,0.0001590603,0.01531263,0.00001266685,0.001899344,0.000104172,0.0003615256,0.00007605652],"study_design_scores_gemma":[0.006154847,0.0008241279,0.9634584,0.0001891006,0.0003455422,0.00002694121,0.01116571,0.00004382963,0.01752065,0.0000651619,0.00002057689,0.0001850915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978445,0.0003853803,0.00005483982,0.00004496418,0.0001440452,0.0006867262,0.0001260256,0.00004859221,0.0006648924],"genre_scores_gemma":[0.9988419,0.0001004806,0.0004414533,0.00004394397,0.00002225854,0.00005634834,0.0001004904,0.00003124198,0.0003618416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562131,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268158228164615,"score_gpt":0.3255101097633079,"score_spread":0.1986942869468463,"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."}}