{"id":"W4413511773","doi":"10.64628/aam.p7ckqujta","title":"Shigella outbreak in Vancouver’s Downtown Eastside ‘a disease of destitution’","year":2021,"lang":"en","type":"article","venue":"","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Downtown; Outbreak; Shigella; Geography; Biology; Virology; Salmonella; Archaeology","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":[0.0001780905,0.0003017828,0.0002271079,0.0005221511,0.006794609,0.001574432,0.0005209404,0.001239507,0.002912325],"category_scores_gemma":[0.0006834972,0.0003545306,0.0001830249,0.0008707394,0.0009067187,0.00026447,0.001012973,0.001997095,0.0003064724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007232524,"about_ca_system_score_gemma":0.009305603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8978549,"about_ca_topic_score_gemma":0.9716794,"domain_scores_codex":[0.999708,0.0000325091,0.00001624021,0.00002850776,0.00008156421,0.0001332862],"domain_scores_gemma":[0.9991177,0.00003565237,0.00004595609,0.00001354872,0.0002422671,0.0005448799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001153933,0.000671787,0.7364011,0.0004116389,0.0002691441,0.123147,0.02950319,0.0005319451,0.0127939,0.0006088394,0.04493513,0.04957236],"study_design_scores_gemma":[0.00005096093,0.0001969979,0.9062756,0.000165641,0.0000383635,0.006189938,0.05977404,0.0002446043,0.0004841637,0.0001127908,0.0264181,0.00004882578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9893665,0.0004295042,0.00004431755,0.002641351,0.0001577017,0.00003615079,0.0002933014,0.0000101597,0.007020908],"genre_scores_gemma":[0.9900693,0.000704743,0.0001396898,0.001487275,0.00008798117,0.0000121194,0.0002798135,0.000009270459,0.007209789],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1021451,"threshold_uncertainty_score":0.2054932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260475785448836,"score_gpt":0.3009971401301079,"score_spread":0.2749495615852243,"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."}}