{"id":"W4416465592","doi":"10.21956/hrbopenres.14732.r32684","title":"Referee report. For: Developing consensus-based recommendations for the delivery of dementia services for the LGBTQIA+ community in the Republic of Ireland [version 1; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03215137,0.001902102,0.002745706,0.006320507,0.005019928,0.006857208,0.006130441,0.01700423,0.370204],"category_scores_gemma":[0.3647254,0.001215926,0.00372448,0.005783503,0.001442407,0.004228008,0.006083355,0.01068751,0.1766666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008048694,"about_ca_system_score_gemma":0.02329673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05639507,"about_ca_topic_score_gemma":0.07938559,"domain_scores_codex":[0.9687983,0.01044876,0.006292155,0.001963742,0.01059551,0.001901487],"domain_scores_gemma":[0.6048285,0.09541874,0.009322474,0.009989964,0.2705058,0.009934517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001044802,0.000007004317,0.00002975272,0.0002119055,0.000004927777,0.00001990538,0.00003092779,0.000005903184,0.00001830388,0.00007406487,0.9973432,0.002243726],"study_design_scores_gemma":[0.0004437904,0.00004579785,0.002399296,0.003792371,0.00009483356,0.0001894922,0.0008253466,0.0002232847,0.0002163873,0.001797191,0.9898103,0.0001617891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003943647,0.002962975,0.0038079,0.50304,0.3825606,0.00914278,0.05466143,0.003001688,0.0404282],"genre_scores_gemma":[0.007363817,0.005904071,0.01528886,0.5250787,0.1108568,0.03329198,0.03260361,0.00287645,0.2667358],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.370204,"threshold_uncertainty_score":0.8983275,"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."}}