{"id":"W4416464498","doi":"10.21956/hrbopenres.14055.r27873","title":"Referee report. For: A review of public health economic modelling in the National Institute for Health and Care Excellence (NICE) [version 1; peer review: 2 approved with reservations]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Economic and Social Research Council; Public Health Agency of Canada","keywords":"Excellence; Public health; Health care; Peer review; MEDLINE","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":[0.01622294,0.001699435,0.002469293,0.006225067,0.002559234,0.005681205,0.004796202,0.01193293,0.3098357],"category_scores_gemma":[0.2299095,0.0008846493,0.003092191,0.007189736,0.001219495,0.005278281,0.003794493,0.009886304,0.1505026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007406084,"about_ca_system_score_gemma":0.01092201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05418547,"about_ca_topic_score_gemma":0.05837533,"domain_scores_codex":[0.9871415,0.003033735,0.001716491,0.0009507147,0.006589131,0.0005683044],"domain_scores_gemma":[0.7886548,0.06481171,0.00547691,0.005590864,0.1324351,0.003030607],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003009883,0.000001892879,0.00001217403,0.0000687654,0.000002552137,0.0000103434,0.00000748003,0.000007616671,0.000005453553,0.0001703215,0.998512,0.001198401],"study_design_scores_gemma":[0.00007163886,0.00001377325,0.001108738,0.001437584,0.00005446687,0.0001211806,0.000165432,0.0001926982,0.000127577,0.003508101,0.9931107,0.00008816757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001796493,0.008412436,0.002923241,0.5931891,0.332632,0.001108776,0.02656109,0.001573603,0.03342008],"genre_scores_gemma":[0.006850997,0.01503017,0.008056265,0.4004787,0.2069382,0.004002198,0.01876785,0.003963826,0.3359118],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.983777,"threshold_uncertainty_score":0.9844356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4179459058576337,"score_gpt":0.542498693636839,"score_spread":0.1245527877792053,"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."}}