{"id":"W3004364151","doi":"10.1002/tre.734","title":"Cholera: what every doctor should know","year":2020,"lang":"en","type":"article","venue":"Trends in Urology & Men s Health","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Cholera; Outbreak; Notifiable disease; Bacteriology; Disease; Medicine; Geography; History; Virology; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003914134,0.001302911,0.002576855,0.002538707,0.004175561,0.006424516,0.002085068,0.01363796,0.02371603],"category_scores_gemma":[0.0152153,0.0006486681,0.00142436,0.001526652,0.004230886,0.01339115,0.003613097,0.01812688,0.01758756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477136,"about_ca_system_score_gemma":0.006052566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008078375,"about_ca_topic_score_gemma":0.01124702,"domain_scores_codex":[0.9961061,0.001049711,0.0003586198,0.0003248077,0.001695244,0.0004655199],"domain_scores_gemma":[0.9869278,0.002224938,0.0006421448,0.0005213349,0.004720699,0.004963019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003289074,0.00009493665,0.000660777,0.0009182541,0.00002180944,0.0004703962,0.0004388437,0.00002847505,0.0001273505,0.001187891,0.928511,0.06750733],"study_design_scores_gemma":[0.00002331885,0.00007678776,0.0008936636,0.002919559,0.00001658188,0.001666175,0.001947228,0.00002297849,0.0000370466,0.003650818,0.9887004,0.00004540049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0003400186,0.1305986,0.0004161766,0.7654051,0.09150354,0.00004582964,0.0001897321,0.0001705288,0.01133047],"genre_scores_gemma":[0.003793961,0.1702338,0.001574934,0.7061248,0.09253345,0.00008668708,0.0003152206,0.00008380625,0.02525327],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02371603,"threshold_uncertainty_score":0.07933801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799976989297034,"score_gpt":0.3666611740089091,"score_spread":0.3086614041159388,"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."}}