{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002812268,0.0002862611,0.0003056967,0.0001727715,0.00160004,0.00005980537,0.0002111718,0.0002135259,0.0004725896],"category_scores_gemma":[0.0001554503,0.0002285958,0.00002132313,0.0002745674,0.0005251575,0.0007063209,0.00009758094,0.0007371512,0.00009900269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007793386,"about_ca_system_score_gemma":0.0007026552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08871561,"about_ca_topic_score_gemma":0.4132109,"domain_scores_codex":[0.9972848,0.0003855816,0.0005222136,0.000758397,0.000303436,0.0007455881],"domain_scores_gemma":[0.9980705,0.000214767,0.0002178078,0.0003423136,0.0005259829,0.0006285621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005882195,0.000132251,0.9725035,0.0001628452,0.00002304092,0.00000235225,0.0140699,1.300404e-7,0.0001527082,0.0002410266,0.0003120647,0.01234135],"study_design_scores_gemma":[0.0005122433,0.001215534,0.9895948,0.0003894861,0.00001868441,0.000002552154,0.003460589,0.00001236728,0.00004877127,0.0005248614,0.003926365,0.0002938142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950019,0.0002953141,0.0000568565,0.0001617562,0.000691755,0.001315483,0.0001496092,0.00009051044,0.002236832],"genre_scores_gemma":[0.996592,0.0003844109,0.0001067515,0.001013917,0.0001498793,0.0001441262,0.00003999603,0.00002002452,0.001548902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3244953,"threshold_uncertainty_score":0.9996997,"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."}}