{"id":"W7052455155","doi":"","title":"Presentation: Psychoactive substance use among first year university students in Kenya: prevalence and patterns","year":2020,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Cannabis; Substance use; Psychoactive substance; Public health; Psychological intervention; Quarter (Canadian coin); Binge drinking; Cross-sectional study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002965183,0.0002864253,0.0002381184,0.0007214689,0.00111262,0.0006380992,0.0004856826,0.0008627989,0.008573934],"category_scores_gemma":[0.0006678716,0.0003306202,0.0001504864,0.0006503815,0.0003754443,0.0006794459,0.0007757591,0.0005628445,0.001010406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008294521,"about_ca_system_score_gemma":0.00126901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263437,"about_ca_topic_score_gemma":0.021647,"domain_scores_codex":[0.9998201,0.00002732547,0.00001818652,0.00002400675,0.00003126482,0.00007912032],"domain_scores_gemma":[0.999685,0.00002182816,0.00008841223,0.000004977042,0.00003955039,0.0001601789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001378821,0.0004322948,0.9695273,0.000426304,0.00001214715,0.002086824,0.002003096,0.00002186938,0.001306142,0.00004482546,0.00339615,0.02060529],"study_design_scores_gemma":[0.00002259831,0.0004990803,0.9869126,0.0003195459,0.00001345123,0.002736119,0.006467224,0.00005933558,0.0002118897,0.00004942698,0.002688496,0.00002038109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947957,0.0009903868,0.00004780119,0.001196886,0.00004945841,0.0001676952,0.0006206557,0.000009509507,0.00212189],"genre_scores_gemma":[0.9921375,0.003011587,0.000200176,0.0006227563,0.00009432156,0.0001288816,0.000496081,0.000003490295,0.003305267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263437,"threshold_uncertainty_score":0.02868259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009019849725517275,"score_gpt":0.2312741639159201,"score_spread":0.2222543141904028,"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."}}