{"id":"W2188173729","doi":"10.14745/ccdr.v41i01a01","title":"Travel-related chikungunya cases in Canada, 2014","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Chikungunya; Chikungunya fever; Outbreak; Alphavirus infection; Medicine; Virus; Geography; Travel medicine; Virology; Socioeconomics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003065933,0.0002807565,0.0006348136,0.00007272759,0.0001016073,0.00002164366,0.0003406748,0.00005452656,0.0003529456],"category_scores_gemma":[0.0007222517,0.0002698563,0.0001164859,0.0002694989,0.00005812359,0.00007272445,0.0001290126,0.0003581226,0.000005466776],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251946,"about_ca_system_score_gemma":0.06501088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996673,"about_ca_topic_score_gemma":0.9997936,"domain_scores_codex":[0.9972905,0.0001358946,0.0007675424,0.0003884404,0.0008327108,0.0005848955],"domain_scores_gemma":[0.9953643,0.0001172741,0.0002057706,0.001979266,0.0002538613,0.002079543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006635096,0.0002844091,0.6143004,0.000121499,0.0002217531,0.1355284,0.00003802531,0.0005025628,0.00002393523,0.000200007,0.2465293,0.00158611],"study_design_scores_gemma":[0.003916906,0.00006612932,0.9005696,0.000255595,0.0004810758,0.001799806,0.001548321,0.003893575,0.00003081,0.00009050452,0.08677611,0.0005716197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612585,0.01747103,0.000002839186,0.004415135,0.0004368487,0.0006906715,0.0001836888,0.00004082328,0.01550046],"genre_scores_gemma":[0.9946004,0.00009978852,0.00001746197,0.001924815,0.00005337235,0.00007682203,0.0005231998,0.00004384901,0.002660289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2862691,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804741117848652,"score_gpt":0.2437692319876996,"score_spread":0.2257218208092131,"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."}}