{"id":"W2993569124","doi":"10.12809/hkmj198154","title":"Substance abuse effects on urinary tract: methamphetamine and ketamine","year":2019,"lang":"en","type":"article","venue":"Hong Kong Medical Journal","topic":"Treatment of Major Depression","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ketamine; Dysuria; Urinary system; Cohort; Lower urinary tract symptoms; Polysubstance dependence; Prospective cohort study; Internal medicine; Anesthesia; Psychiatry; Substance abuse; Prostate","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":[],"consensus_categories":[],"category_scores_codex":[0.0006427761,0.0002554581,0.0005107711,0.000172165,0.00009058543,0.00003159875,0.0001415006,0.0002194247,0.0008433124],"category_scores_gemma":[0.0003084396,0.0001701124,0.000129051,0.00014035,0.00008864131,0.0001525923,0.00002056086,0.0009939972,0.0001894103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009200797,"about_ca_system_score_gemma":0.00007815096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001853746,"about_ca_topic_score_gemma":7.821995e-7,"domain_scores_codex":[0.9973931,0.0001463291,0.0003556632,0.0003334682,0.001377272,0.0003941596],"domain_scores_gemma":[0.9979146,0.0006705148,0.0001475197,0.0003155567,0.00005950466,0.0008923479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932293,0.004180811,0.699319,0.0007026885,0.0004282946,0.0263906,0.0009162278,0.000004364576,0.03568256,0.00007628441,0.002968207,0.2273987],"study_design_scores_gemma":[0.01111779,0.00338776,0.9545684,0.003113951,0.0002073054,0.01686451,0.00004835843,0.0001592741,0.004784922,0.00007881921,0.005433403,0.0002355293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914386,0.002783291,0.0002042331,0.00279962,0.0007497416,0.000322455,0.000001252718,0.00006709459,0.001633744],"genre_scores_gemma":[0.993158,0.001776805,0.0009629169,0.00095961,0.0007561477,0.000006170135,0.00001120641,0.0000425223,0.002326578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2552494,"threshold_uncertainty_score":0.923368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009369715170845302,"score_gpt":0.2662688287796421,"score_spread":0.2568991136087968,"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."}}