{"id":"W25522931","doi":"10.5858/2000-124-0057-eqaite","title":"External Quality Assessment in the Examination of Blood Films for Malarial Parasites Within Ontario, Canada","year":2000,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Malaria Research and Control","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; London Health Sciences Centre; Lawson Health Research Institute","funders":"","keywords":"External quality assessment; Christian ministry; Referral; Malaria; Malarial parasites; Medicine; Medical laboratory; Family medicine; Environmental health; Pathology; Plasmodium falciparum; Political science","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":[0.004950358,0.0002719308,0.0001816677,0.001528167,0.002253462,0.001578976,0.001294877,0.000322585,0.001983667],"category_scores_gemma":[0.01751602,0.0003034313,0.0001720985,0.001830524,0.001633164,0.0004848012,0.001223619,0.0003564388,0.0002217073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0253123,"about_ca_system_score_gemma":0.02879594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9301865,"about_ca_topic_score_gemma":0.9406741,"domain_scores_codex":[0.9928645,0.001074748,0.0004562981,0.0005461545,0.004209811,0.0008485303],"domain_scores_gemma":[0.9797293,0.001715747,0.004838987,0.0004289424,0.01113915,0.002147861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002190974,0.0000689688,0.9412071,0.0003132615,0.00002562049,0.0004425736,0.007293345,0.0002088946,0.002407561,0.0001657163,0.002930286,0.04471754],"study_design_scores_gemma":[0.000005298465,0.00007912263,0.9923389,0.00007625661,0.00000822605,0.0001617148,0.002771618,0.0002204261,0.0005387295,0.00002041843,0.003766536,0.00001274105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860681,0.001690856,0.001196008,0.001458154,0.0000297115,0.0002583196,0.0006161761,0.00007097546,0.008611759],"genre_scores_gemma":[0.9948863,0.0006709365,0.001393844,0.0002232052,0.00001030485,0.0000411531,0.0003490096,0.00001708959,0.002408209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06981349,"threshold_uncertainty_score":0.1836545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837304976177841,"score_gpt":0.3121272977489734,"score_spread":0.293754247987195,"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."}}