{"id":"W2018267065","doi":"10.1117/12.910146","title":"A study of a self diagnostic platform for the detection of A2 biomarker for Leishmania donovani","year":2012,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Immunoassay; Visceral leishmaniasis; Leishmania donovani; Detection limit; Computer science; Biomarker; Plasmon; Leishmania; Nanotechnology; Leishmaniasis; Materials science; Immunology; Biology; Optoelectronics; Chemistry; Antibody; Chromatography","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":[0.000426456,0.0004200774,0.0002295544,0.0002154207,0.000224116,0.0004458714,0.0003965491,0.0006911808,0.0005660456],"category_scores_gemma":[0.0004490457,0.000215065,0.0002581272,0.0001006169,0.0002094557,0.0004051182,0.0003353201,0.0003038041,0.0002608499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006929,"about_ca_system_score_gemma":0.0002889679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003071563,"about_ca_topic_score_gemma":0.0002924451,"domain_scores_codex":[0.9997519,0.00005152881,0.000009632427,0.00006683042,0.00008404602,0.00003605361],"domain_scores_gemma":[0.9998079,0.00004998998,0.00003415731,0.00001534773,0.00005936406,0.00003326127],"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":[0.00005802057,0.00004001566,0.0001267919,0.0000771868,0.000005417623,0.0001036061,0.00003618656,0.0001243946,0.9967858,0.0002008336,0.00007452618,0.002367203],"study_design_scores_gemma":[0.00001573029,0.001117347,0.0008249017,0.000005110231,0.00001001251,0.0003809487,0.00003312884,0.002258795,0.9930086,0.00004568459,0.002290423,0.000009237227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778035,0.001412975,0.01741213,0.0003524744,0.0000960258,0.0002632185,0.0001361713,0.0001589031,0.00236473],"genre_scores_gemma":[0.9599393,0.0008671314,0.03296908,0.0002799683,0.00003454898,0.0001970347,0.0002730864,0.0000225012,0.005417308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006911808,"threshold_uncertainty_score":0.002255321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913009046373913,"score_gpt":0.2827617762388135,"score_spread":0.2536316857750744,"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."}}