{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004583775,0.0004398805,0.0004494528,0.0002296193,0.00005216403,0.0001178188,0.001000808,0.0003245627,0.07763926],"category_scores_gemma":[0.0001883731,0.0005895184,0.00008185459,0.0002945924,0.0001167587,0.000340661,0.0003870145,0.0008241993,0.04020643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290792,"about_ca_system_score_gemma":0.00004707828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003830503,"about_ca_topic_score_gemma":0.004415,"domain_scores_codex":[0.996962,0.000219129,0.0003288933,0.001539741,0.0004516018,0.0004986532],"domain_scores_gemma":[0.9979014,0.0002249453,0.0001782785,0.001470479,0.00003296154,0.0001918841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006920407,0.0001447694,0.9198059,0.0008357993,0.0003750885,0.00008777889,0.002266524,0.001091833,0.00006041708,0.000223511,0.07463181,0.0004073929],"study_design_scores_gemma":[0.003018872,0.000006860986,0.7627514,0.002119697,0.000292056,0.00001630681,0.0005119717,0.002903498,0.0007658442,0.0005012774,0.2251377,0.001974544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2986533,0.00003578985,0.003134154,0.00007583201,0.000419917,0.002845449,0.0002889909,0.0007733536,0.6937732],"genre_scores_gemma":[0.1521837,0.00694371,0.0007883591,0.00002028057,0.00009058956,0.00008955747,0.0000585218,0.0005221659,0.8393031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1570544,"threshold_uncertainty_score":0.9996556,"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."}}