{"id":"W2024136930","doi":"10.1503/cmaj.1040287","title":"Cholera outbreaks continue","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Outbreak; Cholera; Epidemiology; Influenza A virus subtype H5N1; Pandemic; Geography; Environmental health; Virology; Socioeconomics; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Virus; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006614838,0.00008048479,0.000107529,0.00005747236,0.0002017371,0.00007633031,0.0001913344,0.000253225,0.0004446533],"category_scores_gemma":[0.001821064,0.0000744713,0.00007122209,0.00006894593,0.00004027637,0.000004998436,0.00003120067,0.0003710225,0.0001070336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339285,"about_ca_system_score_gemma":0.00205327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009881108,"about_ca_topic_score_gemma":0.01164001,"domain_scores_codex":[0.998644,0.00005255825,0.0001908977,0.0001241842,0.0005780439,0.0004103186],"domain_scores_gemma":[0.9986059,0.00001049886,0.00007789108,0.00008506646,0.0002724714,0.0009481464],"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":[0.0001056305,0.0002176954,0.1029999,0.00002881957,0.001705475,0.001773938,0.002347851,0.00008484202,0.07200977,0.0008310481,0.7226652,0.0952298],"study_design_scores_gemma":[0.001092398,0.0000731228,0.02701448,0.00001752439,0.000005139008,0.0001460436,0.0000881263,0.000001830416,0.001670616,0.00005287538,0.9697325,0.0001053095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122212,0.0005296131,0.0002428438,0.07961787,0.0008187828,0.0001048254,0.000039337,0.000008941931,0.006416594],"genre_scores_gemma":[0.9826742,0.0003633256,0.000171704,0.01255078,0.002973505,0.000007106766,0.00002877758,0.00001642134,0.001214125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2470673,"threshold_uncertainty_score":0.6495398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005020338469813798,"score_gpt":0.2418498633456486,"score_spread":0.2368295248758349,"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."}}