{"id":"W6904112615","doi":"10.1371/journal.pone.0016316.g004","title":"Proportion of patients with diagnostic test done with appropriate decision to prescribe antimalarial therapy by quarter and stratified by site.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diagnostic test; Quarter (Canadian coin); Test (biology); Rapid diagnostic test; Medical prescription; Malaria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007827712,0.0005040276,0.0007202327,0.001513465,0.0003691049,0.0007486238,0.00147362,0.000800164,0.2576188],"category_scores_gemma":[0.01201913,0.0003108499,0.001723393,0.00207765,0.0002690689,0.001023215,0.0009449566,0.001272589,0.05850483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006439286,"about_ca_system_score_gemma":0.0008983189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01833273,"about_ca_topic_score_gemma":0.01882037,"domain_scores_codex":[0.999001,0.0002222556,0.0001384948,0.000198037,0.0001997629,0.0002404846],"domain_scores_gemma":[0.9964372,0.001331941,0.0008681995,0.0002773231,0.0006545456,0.0004308966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006358605,0.00005381756,0.01366809,0.001305172,0.0001170776,0.00005942309,0.00004196528,0.0005363165,0.0001221382,0.0008638026,0.9604346,0.02216155],"study_design_scores_gemma":[0.005115458,0.0005655169,0.2856115,0.00598565,0.0008744559,0.001519182,0.001107177,0.005124526,0.001267836,0.009813885,0.6827754,0.0002393289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01340238,0.002345444,0.001309144,0.00232312,0.0007415293,0.0005114151,0.8844295,0.001259122,0.09367835],"genre_scores_gemma":[0.2380507,0.004872619,0.004315016,0.007469893,0.001468372,0.002768416,0.6187777,0.00388819,0.1183891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2576188,"threshold_uncertainty_score":0.8618207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259192648169309,"score_gpt":0.2298298918596683,"score_spread":0.2172379653779752,"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."}}