{"id":"W2903194479","doi":"10.2147/ppa.s188078","title":"Substance use preferences and sexually transmitted infections among Canadian post-secondary students","year":2018,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Cannabis; Logistic regression; Public health; Demography; Cross-sectional study; Reproductive health; Substance use; Multivariate analysis; Psychiatry; Environmental health; Population; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006477952,0.0003223925,0.0003434376,0.001501931,0.00367114,0.001438851,0.0007887321,0.0004156861,0.004864148],"category_scores_gemma":[0.001739723,0.00030292,0.000714704,0.002891471,0.0007483773,0.0003465191,0.0007740603,0.0008200329,0.0002759271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01171171,"about_ca_system_score_gemma":0.02297011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840764,"about_ca_topic_score_gemma":0.9914106,"domain_scores_codex":[0.9991758,0.0000430137,0.00003973245,0.0000702725,0.0004183793,0.0002526727],"domain_scores_gemma":[0.9983546,0.00008815372,0.0004104056,0.00003646749,0.0006152118,0.0004951665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002901609,0.00005065363,0.9944749,0.00004882022,0.0000227792,0.00004698987,0.0006451926,0.00001676236,0.00008661224,0.0000540301,0.0005076691,0.00401672],"study_design_scores_gemma":[0.000002481582,0.00002349168,0.9974056,0.00004979202,0.00001684345,0.00005626555,0.001664037,0.00005483028,0.00003258103,0.00001751736,0.0006700217,0.000006478537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920941,0.001063336,0.00005620018,0.0005024485,0.00001896368,0.00005803036,0.002521345,0.000005489509,0.003680131],"genre_scores_gemma":[0.997278,0.000905977,0.0001110608,0.0001101809,0.000007588029,0.00001328564,0.0006854972,0.00000223361,0.0008861518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592356,"threshold_uncertainty_score":0.08497483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177230763066468,"score_gpt":0.375770786397281,"score_spread":0.2580477100906342,"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."}}