{"id":"W6911050620","doi":"10.5256/f1000research.46348.r79798","title":"Referee report. For: Recommendations from long-term care reports, commissions, and inquiries in Canada [version 1; peer review: 1 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":[0.002721589,0.0001877199,0.0005568219,0.0001751404,0.0008791179,0.0000265316,0.0002235944,0.000172756,0.0003935802],"category_scores_gemma":[0.006907704,0.000156961,0.0000591549,0.0007586873,0.0002293319,0.0001809613,0.0003232657,0.0009115837,0.000003469002],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013831,"about_ca_system_score_gemma":0.006564416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5829547,"about_ca_topic_score_gemma":0.8911014,"domain_scores_codex":[0.9954147,0.0008727351,0.001015937,0.000618968,0.001496098,0.0005815782],"domain_scores_gemma":[0.9884901,0.00122251,0.0004198646,0.001007604,0.00862023,0.0002396972],"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":[0.0001238585,0.0000477519,0.1563527,0.00171969,0.00003318159,0.0001731697,0.002105586,6.34519e-7,0.0001698601,0.00002432094,0.8358511,0.003398063],"study_design_scores_gemma":[0.000834109,0.00008814874,0.136913,0.006419937,0.00004079042,0.00002656042,0.04331429,0.000005475559,0.0003191912,0.0001248351,0.8116997,0.0002139394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4295412,0.02209739,0.0005106964,0.5328779,0.0008940225,0.004742784,0.004678547,0.00008213162,0.004575282],"genre_scores_gemma":[0.4141032,0.01705243,0.02097571,0.001543126,0.0007867274,0.002549188,0.1919581,0.0002620807,0.3507694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5313348,"threshold_uncertainty_score":0.9990674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099175454524031,"score_gpt":0.4470234578775282,"score_spread":0.3371059124251251,"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."}}