{"id":"W2044962244","doi":"10.1155/2009/385487","title":"Climate Change and Malaria in Canada: A Systems Approach","year":2009,"lang":"en","type":"article","venue":"Interdisciplinary Perspectives on Infectious Diseases","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Royal Victoria Hospital; McGill University Health Centre; Université de Montréal; Royal Victoria Regional Health Centre; Montreal General Hospital; McGill University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Malaria; Climate change; Context (archaeology); Geography; Transmission (telecommunications); Incidence (geometry); Immigration; Environmental health; Environmental protection; Ecology; Medicine; Biology; Immunology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009551387,0.0002310762,0.0002718696,0.0001119281,0.0002287845,0.0000555414,0.0001165507,0.00004908915,0.0001585745],"category_scores_gemma":[0.00002088758,0.000206294,0.00004166409,0.0002417159,0.00008434476,0.0002790963,0.0002532131,0.0001753826,0.00003736908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819109,"about_ca_system_score_gemma":0.00003749407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1243429,"about_ca_topic_score_gemma":0.1697505,"domain_scores_codex":[0.9984382,0.0000759574,0.0002232407,0.0005074648,0.0002314449,0.0005237209],"domain_scores_gemma":[0.9993246,0.00005494209,0.00008377917,0.0002294603,0.00000918448,0.0002980877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005268504,0.001929482,0.9499429,0.0002104721,0.00002022091,0.0002946438,0.02575668,0.001147475,0.0000598252,0.004812666,0.003475605,0.01182321],"study_design_scores_gemma":[0.0005213058,0.0004987572,0.9797885,0.0001838259,0.00001541791,0.00005425096,0.01588821,0.001955855,0.000001299023,0.0008184423,0.00002047894,0.0002536883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606858,0.001251352,0.000006002548,0.001237296,0.0001620157,0.0006809748,0.0001033516,0.00007431249,0.03579888],"genre_scores_gemma":[0.9987186,0.0005232764,0.000006551501,0.0004405042,0.0001455845,0.0001213261,0.00001026509,0.00001602364,0.0000178653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04540755,"threshold_uncertainty_score":0.8814881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607650783267288,"score_gpt":0.2850466879750995,"score_spread":0.2589701801424266,"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."}}