{"id":"W4416461183","doi":"10.21956/hrbopenres.14924.r33136","title":"Referee report. For: Developing consensus-based recommendations for the delivery of dementia services for the LGBTQIA+ community in the Republic of Ireland [version 2; peer review: 2 approved with reservations]","year":2022,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Irish Research Council; Alzheimer Society","keywords":"Dementia; The Republic; Peer review; Public health; Peer-to-peer","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":[0.03188675,0.001906595,0.002722718,0.006358555,0.005028144,0.006891436,0.006070688,0.0167238,0.3787367],"category_scores_gemma":[0.3655946,0.001229152,0.003715093,0.005787518,0.001446465,0.00422208,0.006050845,0.01059232,0.1813555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007880411,"about_ca_system_score_gemma":0.02296451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0558408,"about_ca_topic_score_gemma":0.07797001,"domain_scores_codex":[0.9689481,0.01039339,0.006152747,0.0019459,0.01066509,0.001894879],"domain_scores_gemma":[0.6048093,0.09540431,0.009240375,0.01014044,0.2706277,0.009777853],"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":[0.00001042448,0.000007005024,0.00002941801,0.0002072019,0.000004904105,0.00001970383,0.00003126321,0.000005898562,0.00001848463,0.00007357522,0.9973848,0.002207377],"study_design_scores_gemma":[0.000448036,0.00004560034,0.002421176,0.003752272,0.00009448781,0.0001895455,0.0008327193,0.0002228643,0.0002190339,0.001807476,0.9898039,0.0001628412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004129157,0.002941514,0.003995287,0.4961333,0.3840451,0.009482512,0.05723381,0.003160918,0.04259456],"genre_scores_gemma":[0.007608892,0.005856916,0.01569395,0.5110102,0.1105319,0.03448261,0.0343441,0.003107018,0.2773644],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9681132,"threshold_uncertainty_score":0.8861567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447152925847311,"score_gpt":0.4231858239157826,"score_spread":0.2784705313310514,"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."}}