{"id":"W4282590577","doi":"10.2196/36077","title":"Soil-Transmitted Helminth Infection in Malaysia: Protocol for a Scoping Review","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Helminths; Helminth infections; Medicine; Environmental health; Data science; Computer science; Immunology; Alternative medicine; Pathology","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":[0.06725688,0.004639791,0.01156641,0.0128511,0.005067482,0.005925115,0.004806752,0.00768075,0.09461394],"category_scores_gemma":[0.05621783,0.004728683,0.01249917,0.009716291,0.003969784,0.008174178,0.006121899,0.006715574,0.01452125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01061598,"about_ca_system_score_gemma":0.06723527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005412665,"about_ca_topic_score_gemma":0.01104002,"domain_scores_codex":[0.974088,0.009274109,0.009977965,0.002161736,0.002888954,0.001609275],"domain_scores_gemma":[0.956694,0.01316612,0.007625217,0.003913542,0.01588575,0.002715473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00948139,0.001102892,0.001654014,0.7564168,0.001421936,0.002339151,0.007803226,0.002170012,0.004392857,0.009911417,0.09824488,0.1050614],"study_design_scores_gemma":[0.01792243,0.003118978,0.008474683,0.4200974,0.003524351,0.001469148,0.00596228,0.001272041,0.002701716,0.01404841,0.5207531,0.0006554913],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002970278,0.001036383,0.001073688,0.0003201593,0.0002363392,0.9940101,0.002310934,0.00005400397,0.0006614313],"genre_scores_gemma":[0.0002650465,0.001026156,0.003105991,0.0001874585,0.00003445163,0.994486,0.0005363038,0.000006194889,0.0003524031],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09461394,"threshold_uncertainty_score":0.3556926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4348389138661049,"score_gpt":0.6382037292709043,"score_spread":0.2033648154047994,"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."}}