{"id":"W6977596208","doi":"10.6084/m9.figshare.c.7969546.v1","title":"Current and future temperature suitability for autochthonous transmission of malaria in Canada","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Malaria; Plasmodium falciparum; Anopheles; Transmission (telecommunications); Plasmodium vivax; Plasmodium (life cycle); Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002032503,0.0001556473,0.0001280762,0.0009675832,0.001036812,0.0008613548,0.0004702151,0.0001498137,0.003552772],"category_scores_gemma":[0.0008528194,0.00009101644,0.0003347675,0.001544196,0.0002546359,0.0002038429,0.0003559717,0.0002332428,0.0001580845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01890509,"about_ca_system_score_gemma":0.01906545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943337,"about_ca_topic_score_gemma":0.9965788,"domain_scores_codex":[0.9998127,0.00001457976,0.000007377419,0.00002758696,0.00005640731,0.00008142935],"domain_scores_gemma":[0.9994356,0.0000296179,0.0000709543,0.00001284203,0.0003529415,0.0000979742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001321367,0.00002018526,0.963052,0.00007911927,0.00006883015,0.0001414643,0.0004689605,0.007136575,0.0008324748,0.001010944,0.005621854,0.02143534],"study_design_scores_gemma":[0.000005479087,0.00001213106,0.988043,0.00003459919,0.00002656868,0.0000739377,0.001143025,0.006971723,0.0002352578,0.0001406801,0.003299622,0.00001412234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701055,0.000919212,0.0009256006,0.0006033044,0.00001870602,0.00003268551,0.0154249,0.00007597274,0.01189401],"genre_scores_gemma":[0.9966988,0.0002506565,0.000413658,0.00002041701,0.000001915459,0.000004893628,0.001753648,0.000004917947,0.0008510942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890509,"threshold_uncertainty_score":0.1371667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408889782088678,"score_gpt":0.275294326349332,"score_spread":0.2612054285284452,"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."}}