{"id":"W3162115477","doi":"10.1002/advs.202004101","title":"A Lab‐On‐chip Tool for Rapid, Quantitative, and Stage‐selective Diagnosis of Malaria","year":2021,"lang":"en","type":"article","venue":"Advanced Science","topic":"Malaria Research and Control","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc","funders":"Politecnico di Milano","keywords":"Malaria; Hemozoin; Medicine; Virology; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004834931,0.00008241308,0.0002145513,0.0001046781,0.0001341971,0.00002364677,0.0001021966,0.00002417458,0.00007406563],"category_scores_gemma":[0.005002512,0.00006804649,0.00004350732,0.0006303334,0.0003555315,0.0002043944,0.00004876461,0.0001086389,0.00000301924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003572196,"about_ca_system_score_gemma":0.0004818273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005735508,"about_ca_topic_score_gemma":0.00001025873,"domain_scores_codex":[0.9987783,0.0000363249,0.0001430976,0.0003643873,0.0003652402,0.0003126503],"domain_scores_gemma":[0.9983789,0.0006477653,0.00005676021,0.0002249299,0.0005586736,0.0001329853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002340994,0.0003805287,0.01311561,0.0002347804,0.00006495287,0.00005760787,0.0005517381,0.00008371149,0.5343066,0.3833281,0.0001838299,0.06535156],"study_design_scores_gemma":[0.007851931,0.004477702,0.2079415,0.0002497687,0.00005262623,0.00001754508,0.001055047,0.003577972,0.7631976,0.006386845,0.004919664,0.0002717644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769183,0.00137285,0.008929049,0.006691549,0.0001261255,0.001368138,0.00009419283,0.00003076353,0.004468983],"genre_scores_gemma":[0.977559,0.0001932037,0.02056935,0.0003790945,0.00001552434,0.0001838103,0.000002832487,0.000006810257,0.001090417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769413,"threshold_uncertainty_score":0.5988836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741522012121981,"score_gpt":0.3504074757853329,"score_spread":0.322992255664113,"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."}}