{"id":"W4387439540","doi":"10.1080/10826084.2023.2262023","title":"Associations between Shyness and Victimization with Substance Use Outcomes in the National Comorbidity and Collaborative Psychiatric Epidemiological Surveys","year":2023,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Shyness; Psychology; Binge drinking; Moderation; Substance abuse; Clinical psychology; Psychiatry; Comorbidity; Poison control; Association (psychology); Suicide prevention; Medicine; Anxiety; Social psychology; Medical emergency","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":[0.003123015,0.0003073338,0.0006567467,0.002009775,0.0007247409,0.0006530564,0.0007991765,0.000467312,0.0008422795],"category_scores_gemma":[0.01366296,0.0003448824,0.001109635,0.002556114,0.0004343319,0.0005439467,0.002105436,0.000960416,0.00007249804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008682304,"about_ca_system_score_gemma":0.0008009433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04687906,"about_ca_topic_score_gemma":0.06568107,"domain_scores_codex":[0.9965959,0.001385396,0.0005920081,0.000441879,0.000634143,0.0003505982],"domain_scores_gemma":[0.9860367,0.002159434,0.007886668,0.001162721,0.001505837,0.00124853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001630347,0.000008075148,0.9993141,0.000008971329,0.0001116978,0.000007554501,0.00004307877,0.00002118926,0.00001968231,0.000007439649,0.0000559055,0.0003860503],"study_design_scores_gemma":[7.496322e-7,0.000005998484,0.999844,0.000003607615,0.00001891736,0.00001702318,0.00003719721,0.00003775093,0.000006055912,0.000003896297,0.0000236789,0.000001074427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997611,0.0003641639,0.000129738,0.0001489654,0.000007750207,0.00002299173,0.001340468,0.000005940177,0.0003688716],"genre_scores_gemma":[0.9980926,0.0002061617,0.0001906895,0.00002649935,0.00001341452,0.00003869812,0.001379306,0.000003153433,0.0000495084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04687906,"threshold_uncertainty_score":0.09321237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099770149876304,"score_gpt":0.359967774156159,"score_spread":0.2499907591685286,"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."}}