{"id":"W4416628555","doi":"10.5256/f1000research.57407.r93857","title":"Referee report. For: Recommendations from long-term care reports, commissions, and inquiries in Canada [version 2; peer review: 2 approved, 1 approved with reservations]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Government (linguistics); Health care; Confidentiality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002698569,0.0001867722,0.0005547325,0.0001742808,0.0008767748,0.00002646204,0.0002223497,0.0001720612,0.000386291],"category_scores_gemma":[0.006803724,0.0001561316,0.00005885529,0.000755235,0.0002282839,0.0001803306,0.0003217961,0.000908379,0.000003415955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010673,"about_ca_system_score_gemma":0.0065217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5848482,"about_ca_topic_score_gemma":0.89135,"domain_scores_codex":[0.9954343,0.0008691993,0.0010127,0.0006161045,0.001488661,0.0005790376],"domain_scores_gemma":[0.9885974,0.001204104,0.0004186059,0.00100202,0.008539189,0.0002386888],"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":[0.0001236737,0.00004781155,0.1541402,0.001741151,0.00003322253,0.0001774263,0.002118019,6.36419e-7,0.0001652713,0.00002468544,0.8379329,0.003495034],"study_design_scores_gemma":[0.0008314342,0.00008734338,0.1355643,0.006307306,0.00004023175,0.00002646746,0.0427221,0.000005389048,0.0003144319,0.0001244678,0.8137652,0.0002113129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4319835,0.02245381,0.0005016265,0.5300518,0.0008987445,0.004750943,0.004601568,0.00008208757,0.004675903],"genre_scores_gemma":[0.4121532,0.01750895,0.02069412,0.001548377,0.0007928894,0.002518363,0.1938064,0.0002622484,0.3507154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5285035,"threshold_uncertainty_score":0.9991104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076108096433984,"score_gpt":0.4466087121298952,"score_spread":0.3389979024864968,"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."}}