{"id":"W4416464513","doi":"10.21956/hrbopenres.14661.r31634","title":"Referee report. For: Moving beyond formulae: a review of international population-based resource allocation policy and implications for Ireland in an era of healthcare reform [version 1; peer review: 1 approved, 1 approved with reservations]","year":2022,"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":"Karolinska Institutet; Health Service Executive; Alberta Health Services","keywords":"Health care; Resource allocation; Healthcare policy; Peer review; Government (linguistics); Health care reform","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01154792,0.000170759,0.0006198169,0.0004753181,0.0007414967,0.000006928428,0.0005306778,0.0001395407,0.00003509882],"category_scores_gemma":[0.00914535,0.0001518545,0.00008994724,0.001170638,0.00009939838,0.0002552188,0.0002726682,0.0007468263,6.86418e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174621,"about_ca_system_score_gemma":0.001780678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02427522,"about_ca_topic_score_gemma":0.00750064,"domain_scores_codex":[0.9945827,0.0009067353,0.001701307,0.0005239857,0.001752402,0.0005328504],"domain_scores_gemma":[0.9858649,0.001054484,0.00121105,0.0008908716,0.01078963,0.0001890719],"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":[0.004788179,0.001176271,0.2685162,0.2451806,0.0001412371,0.000003639353,0.004374415,0.0002253247,0.001294944,0.03979396,0.416387,0.01811826],"study_design_scores_gemma":[0.003058193,0.001677846,0.2077005,0.03501156,0.00004603672,0.00001012285,0.004090367,0.001305111,0.00006619396,0.00206916,0.7446476,0.0003173095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08256543,0.0124378,0.0005202803,0.8776456,0.00008566739,0.01542692,0.009556288,0.00005895769,0.001703107],"genre_scores_gemma":[0.7612792,0.01364766,0.03930008,0.008005642,0.000438568,0.01666254,0.1446497,0.0002343243,0.01578237],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8696399,"threshold_uncertainty_score":0.9992011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121398946628897,"score_gpt":0.5014344306019547,"score_spread":0.389294535939065,"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."}}