{"id":"W4416623433","doi":"10.5256/f1000research.1856.r1261","title":"Referee report. For: Systematic assessment of benefits and risks: study protocol for a multi-criteria decision analysis using the Analytic Hierarchy Process for comparative effectiveness research [v1; indexed, http://f1000r.es/1fk]","year":2013,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Hamilton Health Sciences Foundation; U.S. Department of Health and Human Services","keywords":"Analytic hierarchy process; Protocol (science); Decision analysis; Process (computing); Protocol analysis; Hierarchy; Decision theory; Multiple-criteria decision analysis; Analytic network process","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07952932,0.003001147,0.005046013,0.009133911,0.004030632,0.003870374,0.005409808,0.01054905,0.3666744],"category_scores_gemma":[0.5005935,0.002126039,0.005404326,0.009079381,0.001971113,0.004376527,0.004342582,0.008391298,0.08826046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272765,"about_ca_system_score_gemma":0.02504728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696082,"about_ca_topic_score_gemma":0.0249889,"domain_scores_codex":[0.9404847,0.0283378,0.01657376,0.002740952,0.0100735,0.001789287],"domain_scores_gemma":[0.6109636,0.1694518,0.01311378,0.01947108,0.1820093,0.004990373],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006891231,0.0001254063,0.0001085903,0.01902633,0.0001268846,0.00009059303,0.0003547453,0.00009549978,0.0002825728,0.001105196,0.9549125,0.02308262],"study_design_scores_gemma":[0.01041988,0.0004998382,0.003861785,0.0402041,0.0008683099,0.0001995671,0.00096383,0.001003603,0.001485424,0.008437723,0.931578,0.0004779411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.001133896,0.00416345,0.01342303,0.09346983,0.1254843,0.5375608,0.1893902,0.003484058,0.03189051],"genre_scores_gemma":[0.004671542,0.002741631,0.02479332,0.03812397,0.009675839,0.8537507,0.016293,0.0009943699,0.04895565],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9204707,"threshold_uncertainty_score":0.9033621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5494825154247633,"score_gpt":0.6544312820226553,"score_spread":0.104948766597892,"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."}}