{"id":"W2290176412","doi":"10.5539/apr.v8n2p43","title":"Laser-Induced Autofluorescence Technique for Plasmodium falciparum Parasite Density Estimation","year":2016,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Malaria Research and Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uppsala Universitet; Lunds Universitet; Abdus Salam International Centre for Theoretical Physics","keywords":"Plasmodium falciparum; Malaria; Parasite hosting; Fluorescence; Hemozoin; Autofluorescence; Biology; Immunology; Physics; Optics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008905368,0.0005674131,0.000504942,0.001502917,0.0004631668,0.0003713247,0.0006727919,0.0005975472,0.002816312],"category_scores_gemma":[0.0009612889,0.0004433087,0.0003808124,0.001271482,0.0003444581,0.0005791459,0.0004260866,0.001116669,0.00111519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148003,"about_ca_system_score_gemma":0.0005821474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908821,"about_ca_topic_score_gemma":0.005389468,"domain_scores_codex":[0.9991929,0.0002010958,0.00004212068,0.0002487241,0.0002467012,0.00006848521],"domain_scores_gemma":[0.9993489,0.000186637,0.0001497896,0.00006870736,0.0002047617,0.00004122805],"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":[0.0001260434,0.0001020228,0.00484929,0.0003868156,0.00003046889,0.0001820461,0.0001916377,0.0006930442,0.9573106,0.000745488,0.0009507533,0.03443189],"study_design_scores_gemma":[0.00002265726,0.0006091006,0.03443801,0.00007474384,0.000120997,0.001463593,0.0002837174,0.03186952,0.9159119,0.0006726754,0.01444036,0.00009277251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3352714,0.005827232,0.6462266,0.0003926088,0.0001792106,0.0003105845,0.001393423,0.002095743,0.008303143],"genre_scores_gemma":[0.4737652,0.005409661,0.5112712,0.0002559591,0.00006096257,0.0005721439,0.00122637,0.0002430262,0.007195604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002908821,"threshold_uncertainty_score":0.009421527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06592759967266082,"score_gpt":0.379178989370396,"score_spread":0.3132513896977352,"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."}}