{"id":"W3137353387","doi":"10.21203/rs.3.rs-171038/v1","title":"Expansion of the Plasmodium falciparum Kelch 13 R622I mutation in Northwest Ethiopia","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Malaria Research and Control","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Plasmodium falciparum; Artemether/lumefantrine; Malaria; Artemisinin; Lumefantrine; Population; Medicine; Mutation; Virology; Internal medicine; Biology; Immunology; Genetics; Environmental health; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003147724,0.0001415612,0.0002285306,0.0001945149,0.0002578146,0.0002684903,0.0001546563,0.0001555527,0.0007684427],"category_scores_gemma":[0.0002757943,0.00009899627,0.0001305584,0.0001495903,0.0001429437,0.00007885653,0.0001124207,0.0002541363,0.0001516495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232118,"about_ca_system_score_gemma":0.0002651984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033552,"about_ca_topic_score_gemma":0.003284561,"domain_scores_codex":[0.9998789,0.00004119413,0.00001295467,0.00002586876,0.00002014809,0.00002092788],"domain_scores_gemma":[0.9998665,0.00003289188,0.00003194327,0.00001169976,0.00002651161,0.00003055474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003363742,0.0009961994,0.2803439,0.0003125734,0.0001012393,0.008496699,0.001038848,0.00150064,0.6701016,0.0002990098,0.001250816,0.03219471],"study_design_scores_gemma":[0.0002098909,0.004522553,0.7936912,0.0001143171,0.0001381985,0.02017644,0.003015311,0.002554004,0.1666765,0.0001987837,0.008654481,0.00004839005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989624,0.0001836404,0.0001402148,0.00002811411,0.000008044309,0.00001994473,0.0002019698,0.000002572945,0.0004531443],"genre_scores_gemma":[0.9986863,0.0001662101,0.0005119706,0.00005080123,0.000003670044,0.000009515466,0.0001818788,0.000001607258,0.0003880831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033552,"threshold_uncertainty_score":0.006031811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125667521920228,"score_gpt":0.3821275003238676,"score_spread":0.3308708251046653,"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."}}