{"id":"W4392928787","doi":"10.32920/25417576.v1","title":"The Implications of Nurse Mentorship on New Graduate Nurses’ Outcomes","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mentorship; Nursing; Mediation; Health care; Medicine; Psychology; Descriptive statistics; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004902665,0.0001366359,0.0002191583,0.0004879848,0.001813821,0.001553155,0.0006481943,0.0003480688,0.00254247],"category_scores_gemma":[0.01913486,0.00008638178,0.0003715744,0.0004842057,0.001083566,0.0006969463,0.00191021,0.000773274,0.0001830122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004513005,"about_ca_system_score_gemma":0.00887078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09511258,"about_ca_topic_score_gemma":0.2835221,"domain_scores_codex":[0.9971437,0.001135306,0.0001186762,0.000119683,0.0006438681,0.0008387587],"domain_scores_gemma":[0.9866714,0.002766297,0.003210351,0.0003790344,0.002144586,0.004828338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007370482,0.000231791,0.9566664,0.00006556579,0.0000351433,0.0001788614,0.006631128,0.00009273069,0.0001255218,0.0002332183,0.001068869,0.03459702],"study_design_scores_gemma":[0.000005500211,0.0001254778,0.9875728,0.00006520439,0.00001067868,0.00004281292,0.01096116,0.0001131712,0.00006057776,0.0001182219,0.0009188537,0.000005594014],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949232,0.0004897638,0.00006638559,0.00193899,0.00002585219,0.00001526972,0.00005705575,0.00000352822,0.002480012],"genre_scores_gemma":[0.9992579,0.000175335,0.0000464682,0.0001044425,0.000009359262,0.00001146082,0.00003107748,9.581462e-7,0.0003630131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09511258,"threshold_uncertainty_score":0.189118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07332885429344145,"score_gpt":0.3908871807139865,"score_spread":0.3175583264205451,"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."}}