{"id":"W4388910244","doi":"10.1353/hpu.2023.a912709","title":"Thanks to JHCPU Reviewers","year":2023,"lang":"en","type":"article","venue":"Journal of Health Care for the Poor and Underserved","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Judgement; Peer review; Duty; Quality (philosophy); Psychology; Medical education; Medicine; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0206163,0.001858634,0.002272741,0.006036849,0.005755366,0.01324702,0.00289726,0.003934806,0.1900501],"category_scores_gemma":[0.2407084,0.0009495639,0.001348949,0.003778446,0.001778925,0.006640815,0.006294288,0.009456747,0.171182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00465591,"about_ca_system_score_gemma":0.02421564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004925852,"about_ca_topic_score_gemma":0.008927136,"domain_scores_codex":[0.9726553,0.0073531,0.002700044,0.003239932,0.01236247,0.001689262],"domain_scores_gemma":[0.6039603,0.02418843,0.01119661,0.011078,0.3128228,0.03675389],"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":[0.00001005053,0.00000260677,0.00005092613,0.00004727632,0.000002010226,0.0000290627,0.00005001554,0.000004697017,0.00001739073,0.0001683585,0.9911761,0.008441584],"study_design_scores_gemma":[0.00001364998,0.000008715128,0.0002662952,0.0002964551,0.000007810597,0.00027681,0.0003044425,0.00003095967,0.00006075898,0.0005452392,0.9981646,0.00002423935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007352289,0.01642221,0.004882187,0.3598115,0.5457674,0.001135492,0.005531921,0.002881086,0.06283301],"genre_scores_gemma":[0.01106994,0.02067311,0.01543262,0.2685137,0.3488854,0.004611006,0.008966681,0.005718404,0.3161291],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1900501,"threshold_uncertainty_score":0.635781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09044991141477098,"score_gpt":0.3924078131097692,"score_spread":0.3019579016949982,"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."}}