{"id":"W2808588890","doi":"10.1186/s13643-018-0746-1","title":"Evaluation of the reliability, usability, and applicability of AMSTAR, AMSTAR 2, and ROBIS: protocol for a descriptive analytic study","year":2018,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Usability; Inter-rater reliability; Systematic review; Descriptive statistics; Reliability (semiconductor); Comparability; Protocol (science); Publication bias; Medical physics; Cohen's kappa; Statistics; Psychological intervention; MEDLINE; Family medicine; Meta-analysis; Alternative medicine; Nursing; Computer science; Pathology; Mathematics; Rating scale","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6621692,0.001244475,0.03605622,0.0004397905,0.0002135229,0.0004173302,0.0033376,0.0003218198,0.0004552598],"category_scores_gemma":[0.3029114,0.0004224264,0.006986934,0.002752639,0.0006761917,0.0002310885,0.0008392023,0.0002895684,0.00008238162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000324898,"about_ca_system_score_gemma":0.0006928901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003021813,"about_ca_topic_score_gemma":0.0001235967,"domain_scores_codex":[0.6690637,0.2404803,0.07026714,0.004211976,0.01540066,0.0005762819],"domain_scores_gemma":[0.8869138,0.0222471,0.06172639,0.01808527,0.01076228,0.0002651434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006086627,0.0004203514,0.0004526547,0.9192412,0.000932878,5.965592e-8,0.001215817,0.000001888829,1.67228e-7,0.00008022065,0.001698141,0.07595046],"study_design_scores_gemma":[0.001578166,0.00101825,0.0002548943,0.259505,0.07180075,0.00003759987,0.003766798,0.004882139,8.899013e-7,0.0118111,0.6442379,0.00110646],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00008833331,0.4391795,0.0005951959,0.000009226064,0.00008543767,0.5597672,0.00005105876,0.000002756232,0.0002212908],"genre_scores_gemma":[0.0004254859,0.06826178,0.001832183,0.000009219178,0.00007622844,0.9289548,0.000004507748,0.0000528298,0.0003829307],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6597363,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.870338217739142,"score_gpt":0.6238977423308902,"score_spread":0.2464404754082518,"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."}}