{"id":"W4400412286","doi":"10.1002/jhm.13457","title":"Your service, our gratitude: A thank you to our peer reviewers","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Gratitude; Medicine; Service (business); Medical education; World Wide Web; Psychology; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212086,0.000248832,0.000495579,0.0004323755,0.00009867588,0.0001283981,0.0003821022,0.0000834613,0.00005803371],"category_scores_gemma":[0.001881906,0.0001750349,0.0001517071,0.0008054435,0.00002174312,0.0006207115,0.00001015841,0.0007678207,0.0002326834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141191,"about_ca_system_score_gemma":0.0001807792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008891835,"about_ca_topic_score_gemma":0.00002043171,"domain_scores_codex":[0.9973341,0.000140276,0.0007330174,0.0002497068,0.001193246,0.0003496415],"domain_scores_gemma":[0.9979053,0.00009367774,0.0003375685,0.0002838738,0.0009813824,0.0003981654],"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":[0.0002360864,0.0002732708,0.001817095,0.0005533061,0.0001563266,0.0001659581,0.04377384,0.000008787777,0.000778798,0.0001498627,0.9346001,0.01748659],"study_design_scores_gemma":[0.001215637,0.005348546,0.0125091,0.008186207,0.001047572,0.0008265296,0.1273393,0.00003310896,0.00030388,0.001250004,0.8414761,0.0004639631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08640952,0.01341816,0.0001562199,0.8541548,0.04437563,0.0002673091,0.000002813054,0.00005521893,0.001160305],"genre_scores_gemma":[0.9727944,0.00020704,0.00123632,0.009258601,0.0129609,0.000005756853,0.000006632085,0.00006531589,0.003465027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8863849,"threshold_uncertainty_score":0.7137716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991650118649451,"score_gpt":0.3767369080979697,"score_spread":0.3368204069114752,"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."}}