{"id":"W4400748223","doi":"10.1016/j.jposna.2024.100094","title":"POSNA and Outreach Education --- A Tribute to Kaye Wilkins, MD","year":2024,"lang":"en","type":"editorial","venue":"Journal of the Pediatric Orthopaedic Society of North America","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Tribute; Outreach; Medicine; Political science; Art; Art history","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00113887,0.0004720181,0.0008602217,0.0003558428,0.0002723001,0.000159123,0.0007935633,0.000453417,0.00001803415],"category_scores_gemma":[0.002123735,0.0003616633,0.001379246,0.001534085,0.0002432655,0.0002958396,0.00006754357,0.002491183,0.00001914813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280504,"about_ca_system_score_gemma":0.003431081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002676141,"about_ca_topic_score_gemma":0.0000294057,"domain_scores_codex":[0.9956765,0.0003464746,0.001219736,0.0004535294,0.001829545,0.0004742217],"domain_scores_gemma":[0.9938709,0.001561886,0.002632994,0.0005390744,0.001005028,0.0003901712],"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":[0.0002054142,0.0003457294,0.01897892,0.0007044623,0.0002224695,0.000001301021,0.007742526,0.00001090942,0.000002940825,2.079453e-7,0.9467264,0.02505874],"study_design_scores_gemma":[0.000457109,0.0006076484,0.006601945,0.0003381548,0.003328361,0.0000770683,0.002683445,0.000005953057,0.000002175773,0.00008572093,0.9854577,0.0003547098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02466881,0.02578769,0.00008978362,0.04556769,0.903149,0.000465348,0.0001642282,0.00004188554,0.0000655273],"genre_scores_gemma":[0.006667924,0.01011867,0.003204341,0.001606269,0.9759643,0.00001602857,0.0000933279,0.0001485344,0.002180571],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0728153,"threshold_uncertainty_score":0.9998835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008409900422059928,"score_gpt":0.2842299323044889,"score_spread":0.275820031882429,"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."}}