{"id":"W4306252221","doi":"10.1002/9783527823413.ch5","title":"Diagnosis and Assessment of Human Filarial Infections: Current Status and Challenges","year":2022,"lang":"en","type":"other","venue":"","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Lymphatic filariasis; Onchocerciasis; Context (archaeology); Pathognomonic; Filariasis; Identification (biology); Loa loa; Medicine; Intensive care medicine; Disease; Risk analysis (engineering); Biology; Immunology; Pathology; Ecology; Helminths","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":[0.01515913,0.0008530075,0.001615676,0.002872811,0.0007498884,0.004505714,0.002647967,0.003288186,0.002475887],"category_scores_gemma":[0.009664784,0.0005463374,0.0005185837,0.001541711,0.004103934,0.005297217,0.001795282,0.002503158,0.001866925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427612,"about_ca_system_score_gemma":0.002303564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517071,"about_ca_topic_score_gemma":0.004043675,"domain_scores_codex":[0.9943862,0.002172597,0.0005905839,0.0005878372,0.002051049,0.0002117337],"domain_scores_gemma":[0.9881557,0.006837633,0.000820188,0.0003362817,0.003511043,0.00033907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009107013,0.000103518,0.006007379,0.004712693,0.00004125401,0.0002039307,0.0004196125,0.0005295633,0.002862052,0.00854015,0.01257146,0.9639173],"study_design_scores_gemma":[0.00002183017,0.0006493261,0.01724901,0.0114016,0.0002467767,0.007419845,0.004293716,0.004465569,0.007842278,0.03887511,0.9073009,0.0002340418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003005287,0.9514375,0.01540265,0.02222302,0.001026751,0.00005858606,0.0001266506,0.0001681448,0.006551339],"genre_scores_gemma":[0.03418452,0.9266305,0.02995541,0.003858554,0.002306626,0.00008846455,0.0001998281,0.00003253734,0.002743606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01515913,"threshold_uncertainty_score":0.08017009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386782389102256,"score_gpt":0.4396553500020186,"score_spread":0.355787526110996,"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."}}