{"id":"W4386178361","doi":"10.22259/2638-5201.0202001","title":"Substance Abuse and Stress Levels in Canadian University Students","year":2019,"lang":"en","type":"article","venue":"Archives of Psychiatry and Behavioral Sciences","topic":"Health and Well-being Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Substance abuse; Psychology; Stress (linguistics); Substance use; Clinical psychology; Psychiatry; Philosophy","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":[0.0001642252,0.00007232225,0.0001241036,0.0001511856,0.0001544444,0.00001166322,0.0002002133,0.00002939975,0.0000395547],"category_scores_gemma":[9.688641e-7,0.00006480043,0.00001524832,0.0001668903,0.000400267,0.00008512513,0.0000168865,0.00008253248,0.000004046626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006371263,"about_ca_system_score_gemma":0.00008856767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1058754,"about_ca_topic_score_gemma":0.5547696,"domain_scores_codex":[0.9991707,0.00006141346,0.0001109218,0.0002478996,0.00009743466,0.0003115844],"domain_scores_gemma":[0.9996875,0.00004411441,0.00004416223,0.00008553012,0.000005088108,0.0001336413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001690272,0.00007991563,0.9877986,0.00001648749,0.000002863701,0.000003692671,0.006540471,7.678851e-7,0.00001510065,0.003365363,0.00001822105,0.002141599],"study_design_scores_gemma":[0.0004002036,0.0002033815,0.9924962,0.00005960937,0.000005787461,0.000001505684,0.005954391,0.000002319505,0.000003745797,0.0004493294,0.000346502,0.00007700759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944967,0.0005931903,8.733955e-7,0.0004794234,0.0003748469,0.0001326873,0.00004981974,0.000005072682,0.003867406],"genre_scores_gemma":[0.9991336,0.0001349269,0.0002905026,0.00005228532,0.00001167594,7.20884e-7,8.441432e-7,0.000001975347,0.0003734413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4488942,"threshold_uncertainty_score":0.9000787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197469360026287,"score_gpt":0.3506687309312286,"score_spread":0.3186940373309657,"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."}}