{"id":"W4221032294","doi":"10.6000/1929-4409.2022.11.03","title":"Risk Factors of Substance abuse among University Students: An Exploratory Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Substance abuse; Psychology; Peer pressure; Clinical psychology; Nonprobability sampling; Psychiatry; Medicine; Social psychology; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251813,0.0004028516,0.0005437484,0.001363998,0.002979443,0.001695446,0.0004595707,0.0008477657,0.002180437],"category_scores_gemma":[0.002116568,0.0005412788,0.0003665052,0.001188689,0.0008456031,0.001132173,0.001705906,0.001038537,0.000442229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007982057,"about_ca_system_score_gemma":0.001153241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00421552,"about_ca_topic_score_gemma":0.007986907,"domain_scores_codex":[0.9994016,0.0002479278,0.00003754882,0.00004151007,0.00007980105,0.0001916551],"domain_scores_gemma":[0.9989868,0.0003015812,0.0001601051,0.00004251617,0.0001324212,0.0003766402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001725061,0.002738934,0.692311,0.000229288,0.00002800846,0.003342227,0.2757961,0.00006755824,0.00323044,0.0003645253,0.0004979103,0.02122157],"study_design_scores_gemma":[0.00001176236,0.002315933,0.4584672,0.0001348622,0.00003090726,0.002177984,0.5317792,0.000191596,0.0004989028,0.0001512558,0.004210016,0.00003044207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992751,0.00009611794,0.00005430213,0.00006124883,0.000002269305,0.00004580899,0.00002564745,0.000001333781,0.0004380819],"genre_scores_gemma":[0.9983718,0.0004186197,0.0001732569,0.0001251144,0.000008523508,0.00009163285,0.00003799298,0.000001844379,0.0007712714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00421552,"threshold_uncertainty_score":0.008381963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121316204100454,"score_gpt":0.4174819368963975,"score_spread":0.2961657327959435,"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."}}