{"id":"W2977713413","doi":"10.15406/ijmboa.2019.04.00101","title":"Diagnosis and follow-up of a Plasmodium vivax malaria case through the Sysmex XT-1800i® hematology analyzer","year":2019,"lang":"en","type":"article","venue":"International Journal of Molecular Biology Open Access","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Hematology analyzer; Plasmodium vivax; Malaria; Medicine; Internal medicine; Hematology; Vivax malaria; Pathology; Plasmodium falciparum","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002494886,0.000285842,0.0002849504,0.001696542,0.000602386,0.0003119385,0.0003352785,0.0004610852,0.001006152],"category_scores_gemma":[0.000940605,0.0001883657,0.0001962627,0.0004634585,0.0002402144,0.0004888048,0.0003386385,0.0007809154,0.0002716343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871269,"about_ca_system_score_gemma":0.0003160694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271303,"about_ca_topic_score_gemma":0.002510201,"domain_scores_codex":[0.999786,0.00004124046,0.00003023092,0.00003418778,0.0000634147,0.00004498744],"domain_scores_gemma":[0.999703,0.00006814917,0.00004205661,0.00001805353,0.00007321707,0.00009553433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003336543,0.0004626962,0.5590071,0.00009597137,0.00003329974,0.3986087,0.001112794,0.0002658516,0.01627206,0.0003071509,0.001698285,0.02180255],"study_design_scores_gemma":[0.00002112238,0.001448354,0.4851868,0.0001437777,0.0001019304,0.497297,0.001553133,0.00301259,0.005771723,0.0003093774,0.005109622,0.00004457758],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832818,0.002954065,0.002241247,0.0009257152,0.00007959061,0.0002034886,0.0003145559,0.00006397505,0.009935624],"genre_scores_gemma":[0.9958859,0.001370592,0.00126967,0.0001706318,0.0001081402,0.00001767508,0.000225864,0.000005869803,0.0009457188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00271303,"threshold_uncertainty_score":0.005394459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267032953204133,"score_gpt":0.3968555118139829,"score_spread":0.3701522164935696,"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."}}