{"id":"W4406948940","doi":"10.1093/ofid/ofae631.210","title":"645. Rapid Versus Conservative Tuberculosis De-isolation Policy Impact Assessment: Province-wide Retrospective Review of 2017-2020, British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Tuberculosis; Patient isolation; Isolation (microbiology); Family medicine; Gerontology; Pathology; University hospital; Bioinformatics","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":[0.005275708,0.0007837591,0.001716066,0.007542618,0.002302192,0.002735706,0.00275795,0.0009049463,0.003684743],"category_scores_gemma":[0.01823706,0.001040796,0.00223146,0.02076427,0.001193446,0.0006771949,0.001316491,0.001233289,0.0005604668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05159876,"about_ca_system_score_gemma":0.1013792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907761,"about_ca_topic_score_gemma":0.993197,"domain_scores_codex":[0.9913811,0.0009422659,0.002017598,0.00108551,0.003112854,0.001460585],"domain_scores_gemma":[0.9669495,0.003309604,0.008587568,0.001257863,0.0177573,0.002138229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000535714,0.00006168739,0.9546154,0.009840908,0.001672427,0.0004538917,0.001097762,0.0003160267,0.0001618523,0.0003689626,0.01467027,0.01620512],"study_design_scores_gemma":[0.00008875514,0.00008154717,0.978936,0.006078484,0.001458761,0.0003192741,0.002385886,0.0003403361,0.0001212773,0.00004609776,0.01008635,0.00005727654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5967054,0.1527842,0.0008910537,0.002478801,0.0002811968,0.001830177,0.2343902,0.0000978358,0.0105411],"genre_scores_gemma":[0.934971,0.03146561,0.0008396837,0.001670399,0.00008500992,0.0007929521,0.02847723,0.0000493445,0.001648651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05159876,"threshold_uncertainty_score":0.374377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385723151633031,"score_gpt":0.35493127930661,"score_spread":0.3410740477902797,"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."}}