{"id":"W4386874778","doi":"10.3138/jammi-2022-0036","title":"Retrospective review of rates of sexually transmitted and blood-borne infection (STBBI) testing in provincial corrections facilities in Newfoundland and Labrador","year":2023,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Medical record; Demographics; Retrospective cohort study; Demography; Cohort; Hepatitis C; Family medicine; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001235574,0.0001936663,0.0003385299,0.003850945,0.001238532,0.001037843,0.001193319,0.0002469746,0.001497442],"category_scores_gemma":[0.008011391,0.0003742577,0.0003424421,0.006626185,0.0006577189,0.0004181695,0.0008470244,0.0003615721,0.0002536715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009252457,"about_ca_system_score_gemma":0.009904963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7768339,"about_ca_topic_score_gemma":0.8424449,"domain_scores_codex":[0.9970298,0.0003563217,0.0005407545,0.000418833,0.0009140925,0.0007401473],"domain_scores_gemma":[0.9812289,0.001869181,0.009153971,0.0006342873,0.005887454,0.001226272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000020374,0.000006535432,0.9967006,0.00006711847,0.00001735327,0.0001090269,0.000237781,0.00002222726,0.00007297289,0.00001122418,0.0006448156,0.002090013],"study_design_scores_gemma":[7.839789e-7,0.00001076099,0.9987552,0.00003628234,0.00000859451,0.0001341777,0.0006086937,0.00002771541,0.00003943443,0.000001314907,0.0003745935,0.00000246548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827014,0.001367316,0.0001343496,0.0001877624,0.00001403686,0.00009264591,0.01395844,0.00002694949,0.001517158],"genre_scores_gemma":[0.9939036,0.00114521,0.0001914217,0.0000912639,0.000008604688,0.00004897039,0.004184097,0.000007010422,0.0004197825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2231661,"threshold_uncertainty_score":0.4489607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982085769286812,"score_gpt":0.2614299486203345,"score_spread":0.2516090909274664,"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."}}