{"id":"W2093438703","doi":"10.1136/bmj.c6057","title":"Haiti's cholera outbreak could spread to neighbours","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cholera; Outbreak; Virology; Coronavirus disease 2019 (COVID-19); Computer science; Medicine; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007751166,0.0003328574,0.0001729894,0.000364979,0.003844468,0.003281135,0.0003677652,0.002857516,0.01045497],"category_scores_gemma":[0.003354413,0.0002360267,0.000385284,0.0003711888,0.0009993612,0.001949467,0.00214113,0.002328329,0.003486897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199689,"about_ca_system_score_gemma":0.002379732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08059123,"about_ca_topic_score_gemma":0.1249551,"domain_scores_codex":[0.9996008,0.00009989202,0.000008998344,0.0000319204,0.00005584996,0.0002024248],"domain_scores_gemma":[0.9991251,0.00008151641,0.00006343911,0.00005994723,0.0002462249,0.0004237531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000883495,0.001064003,0.1732526,0.0004263605,0.0002154347,0.01083054,0.01467388,0.0007042308,0.003781751,0.02617569,0.5617892,0.2062028],"study_design_scores_gemma":[0.0002361287,0.0005850375,0.1010003,0.001052744,0.0001499924,0.004341561,0.05182865,0.0008194614,0.0013133,0.01227596,0.8262064,0.0001903324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2968125,0.007666042,0.00115909,0.2350889,0.005404653,0.0002410388,0.000617599,0.0002667143,0.4527434],"genre_scores_gemma":[0.859331,0.00821419,0.001033926,0.04526656,0.001253939,0.0001133955,0.0004046659,0.00005734995,0.08432486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08059123,"threshold_uncertainty_score":0.1602443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140302255059064,"score_gpt":0.3228139208019517,"score_spread":0.3087836952960453,"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."}}