{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02546931,0.0001202172,0.0003152962,0.000227418,0.001280501,0.00002849646,0.000776182,0.00004116408,0.00009735111],"category_scores_gemma":[0.004466847,0.0000635586,0.0001551805,0.0009122833,0.0003388627,0.00007126459,0.0002980393,0.0005838729,3.64839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134531,"about_ca_system_score_gemma":0.0008501951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645379,"about_ca_topic_score_gemma":0.00148388,"domain_scores_codex":[0.9956027,0.001187369,0.0006833035,0.00022564,0.00192677,0.0003742723],"domain_scores_gemma":[0.9794887,0.009766652,0.000416531,0.0009060656,0.009378773,0.00004328543],"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":[0.008337297,0.001937911,0.06040449,0.01289766,0.001498325,0.000007973325,0.003465368,0.00007338967,0.003360512,0.00137645,0.8937671,0.01287349],"study_design_scores_gemma":[0.005080376,0.002634178,0.06304933,0.001940317,0.0004301614,0.00002033524,0.03156921,0.00278924,0.003580303,0.0004417818,0.8883246,0.0001401998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2927129,0.002055097,0.003489314,0.68603,0.00004660907,0.01265924,0.002359976,0.00001613896,0.0006307167],"genre_scores_gemma":[0.9705709,0.0007470743,0.005551036,0.001392756,0.00003560691,0.005497469,0.008321567,0.00003802921,0.007845562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6846373,"threshold_uncertainty_score":0.9848705,"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."}}