{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033461,0.0001037006,0.0002702425,0.0001530369,0.0005223953,0.00007208618,0.0001812825,0.00004652916,0.000009504876],"category_scores_gemma":[0.0003918133,0.00007104202,0.0001341894,0.0002807152,0.00003534843,0.0001450162,0.000005699364,0.0002204102,0.0000108063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578506,"about_ca_system_score_gemma":0.000203637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156002,"about_ca_topic_score_gemma":0.0001484174,"domain_scores_codex":[0.9987107,0.0001955692,0.000437926,0.0001147308,0.0002269436,0.0003141311],"domain_scores_gemma":[0.998398,0.0006655974,0.0003695115,0.0001575945,0.000234,0.0001752621],"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":[0.001547324,0.0001051344,0.001406939,0.002176297,0.0001429442,0.000003145114,0.1241849,0.0001261159,0.0001405923,0.0006703059,0.6808715,0.1886248],"study_design_scores_gemma":[0.001072146,0.001341115,0.01303177,0.0005853136,0.000176515,0.0000692404,0.215231,0.00004996875,0.00009429405,0.001202149,0.7669771,0.000169432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0733395,0.03306261,0.001334343,0.876772,0.01411885,0.00108112,0.00001497189,0.00005706945,0.0002195103],"genre_scores_gemma":[0.9789987,0.0007860418,0.0006645817,0.01814682,0.0009924151,0.00001201663,0.000008934717,0.00003597019,0.0003545771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9056591,"threshold_uncertainty_score":0.4017895,"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."}}