{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941574,0.0005807105,0.0004358904,0.0005049363,0.0001868959,0.0005288984,0.0007780771,0.0008671953,0.003470293],"category_scores_gemma":[0.0007151415,0.0003037308,0.0002691382,0.000215104,0.0003017253,0.0004231847,0.0005039969,0.0006449469,0.001379656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490192,"about_ca_system_score_gemma":0.0002440689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726408,"about_ca_topic_score_gemma":0.000324446,"domain_scores_codex":[0.9993805,0.0001300924,0.00002653868,0.0001477438,0.0002574346,0.00005768611],"domain_scores_gemma":[0.9996071,0.0001646899,0.00004886967,0.00004932789,0.00009231691,0.00003771134],"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":[0.0001019842,0.00009083308,0.000396931,0.0001302005,0.0000246654,0.00005988084,0.00002485252,0.000220814,0.9754528,0.0005442472,0.001700731,0.0212521],"study_design_scores_gemma":[0.00002680641,0.0004834728,0.001816315,0.00001438672,0.0000432678,0.00036733,0.00002365926,0.01210531,0.9718355,0.0002066602,0.01303507,0.00004239993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.347488,0.009951012,0.6165546,0.001413136,0.001656175,0.000831567,0.002547683,0.007656869,0.01190093],"genre_scores_gemma":[0.638514,0.001915576,0.3424367,0.001334292,0.0002639307,0.000874953,0.001147759,0.0001578066,0.01335504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003470293,"threshold_uncertainty_score":0.01160932,"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."}}