{"id":"W4416465266","doi":"10.21956/hrbopenres.14976.r34667","title":"Referee report. For: Developing consensus-based recommendations for the delivery of dementia services for the LGBTQIA+ community in the Republic of Ireland [version 3; peer review: 3 approved with reservations]","year":2023,"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":[0.03232571,0.001901466,0.002734413,0.006336987,0.0049892,0.006865534,0.006130653,0.01672738,0.374162],"category_scores_gemma":[0.3666764,0.001230744,0.003807327,0.005862214,0.001454784,0.00414065,0.006050601,0.01065756,0.1797329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007914312,"about_ca_system_score_gemma":0.02338366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05654605,"about_ca_topic_score_gemma":0.07842714,"domain_scores_codex":[0.9686999,0.01046807,0.006313951,0.001922071,0.01067869,0.001917259],"domain_scores_gemma":[0.605175,0.09452194,0.009350134,0.01006816,0.2711147,0.009770117],"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":[0.00001062373,0.000007137762,0.00002981389,0.0002167109,0.000005073092,0.00001964299,0.00003187126,0.000005962339,0.00001864491,0.00007360979,0.9973217,0.002259209],"study_design_scores_gemma":[0.0004665718,0.0000464609,0.00244695,0.003965236,0.00009974765,0.0001891968,0.0008373344,0.0002246714,0.0002270418,0.001829618,0.9895009,0.0001662328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004221026,0.002980183,0.004194167,0.4985631,0.3781483,0.0102375,0.05876263,0.00325348,0.04343848],"genre_scores_gemma":[0.007835251,0.006096114,0.01655731,0.5110471,0.1084826,0.03644864,0.03507235,0.003201517,0.2752591],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9676743,"threshold_uncertainty_score":0.892682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726062739828505,"score_gpt":0.4385627026220131,"score_spread":0.2659564286391626,"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."}}