{"id":"W6904357030","doi":"10.1371/journal.pntd.0009890.s003","title":"QA assessment of STH studies based on modified Newcastle-Ottawa Quality Assessment Scale.","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality assessment; Quality (philosophy); Quality assurance; Risk assessment; Evaluation methods","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09469755,0.0005346783,0.002677346,0.006396716,0.0008181678,0.002444292,0.001762192,0.000668596,0.0109262],"category_scores_gemma":[0.2093837,0.0004494148,0.006339195,0.006262141,0.000881865,0.002056864,0.001745381,0.00119185,0.0007536156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542238,"about_ca_system_score_gemma":0.005910517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006969054,"about_ca_topic_score_gemma":0.012706,"domain_scores_codex":[0.9176912,0.04676166,0.02032677,0.002891129,0.01166086,0.0006683849],"domain_scores_gemma":[0.7698818,0.1269674,0.03664616,0.01729841,0.04761259,0.001593663],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01397796,0.0003336187,0.3588938,0.06821359,0.03277046,0.000160816,0.004866061,0.007045032,0.003476429,0.00824199,0.05591232,0.446108],"study_design_scores_gemma":[0.00371627,0.004982369,0.8209035,0.01859196,0.0200426,0.001030695,0.001968402,0.0133185,0.004574182,0.01037716,0.09998986,0.0005046541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3274682,0.1757948,0.2121172,0.005705908,0.002565552,0.04373519,0.150635,0.001969122,0.08000909],"genre_scores_gemma":[0.8909659,0.006410973,0.0683644,0.0008395899,0.0001922919,0.0140117,0.01604572,0.0002058789,0.0029636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9053025,"threshold_uncertainty_score":0.5008145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6275608607273189,"score_gpt":0.538625661623456,"score_spread":0.08893519910386283,"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."}}