{"id":"W2141581744","doi":"10.1186/1471-2334-11-308","title":"Reducing malaria misdiagnosis: the importance of correctly interpreting Paracheck Pf®\"faint test bands\" in a low transmission area of Tanzania","year":2011,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Tanzania Commission for Science and Technology; University of Calgary","keywords":"Medicine; Odds ratio; Tanzania; Tropical medicine; Malaria; Odds; Logistic regression; False positive paradox; Pathology; Internal medicine; Statistics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004188819,0.0001829005,0.0004340555,0.0001517474,0.00005740038,0.00001231879,0.0001557047,0.00008272385,0.000667382],"category_scores_gemma":[0.002451357,0.0001265302,0.0002152839,0.0003237418,0.0001433878,0.0000809045,0.00003897805,0.0002449025,0.000003489318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000689892,"about_ca_system_score_gemma":0.0003438775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006101573,"about_ca_topic_score_gemma":0.0002565343,"domain_scores_codex":[0.9983622,0.0001633674,0.000560009,0.0002850272,0.0002983342,0.0003310941],"domain_scores_gemma":[0.998317,0.0006788888,0.0002348703,0.0004021598,0.0001670318,0.0002000406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001399811,0.001326895,0.9884155,0.0005498864,0.00006000494,0.00004337736,0.0009329979,0.00003530562,0.002915941,0.0001593511,0.0001736427,0.00398724],"study_design_scores_gemma":[0.002917323,0.0008584619,0.9805623,0.001902501,0.0002014831,0.00003835872,0.0004997061,0.005936986,0.006590008,0.0003184819,0.00002099613,0.0001533406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926994,0.00185683,0.0009558944,0.0001933014,0.00008101216,0.0009869292,0.00003404779,0.00005404199,0.003138557],"genre_scores_gemma":[0.9993564,0.0001170692,0.0001173465,0.0001091863,0.00004832862,0.0001745967,0.00001002024,0.00002306979,0.00004393068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007853192,"threshold_uncertainty_score":0.7307365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715479997870381,"score_gpt":0.2592284968752999,"score_spread":0.2420736968965961,"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."}}