{"id":"W1602440455","doi":"10.1007/bf03404157","title":"Trends in Duration of Hospitalization for Patients with Tuberculosis in Montreal, Canada from 1993 to 2007","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Sante Montreal; McGill University","funders":"","keywords":"Medicine; Tuberculosis; Sputum; Pediatrics; Residence; Emergency medicine; Pulmonary tuberculosis; Demography","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":[0.000529672,0.0005607691,0.0006371314,0.002476162,0.002017903,0.001577714,0.002334103,0.001054959,0.004503283],"category_scores_gemma":[0.0027846,0.0004757722,0.001396934,0.005586457,0.0005851313,0.0008339273,0.0009750518,0.001379014,0.000405202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04335533,"about_ca_system_score_gemma":0.03025291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962181,"about_ca_topic_score_gemma":0.9976283,"domain_scores_codex":[0.9987345,0.00007275717,0.0001336128,0.0001870917,0.0003560416,0.0005160776],"domain_scores_gemma":[0.9958017,0.0001150015,0.001165857,0.00005832216,0.001878734,0.0009803986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001791447,0.00004297385,0.9858406,0.0001236624,0.0002448706,0.0001212711,0.0002723826,0.0004328439,0.0001647889,0.0001492757,0.008128841,0.00429941],"study_design_scores_gemma":[0.000008703695,0.0000171725,0.9975663,0.000042106,0.0000442864,0.00005789134,0.00029844,0.0003011645,0.00003363273,0.000007704827,0.001610121,0.00001235809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889518,0.01040068,0.0003730798,0.003133594,0.000158972,0.0001062874,0.08630265,0.0002495008,0.01032341],"genre_scores_gemma":[0.9787878,0.002300623,0.0004291138,0.0004482082,0.00005123731,0.00004620305,0.01435815,0.00002194451,0.003556715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04335533,"threshold_uncertainty_score":0.3145664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207042816672908,"score_gpt":0.2967206816341036,"score_spread":0.2546502534673746,"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."}}