{"id":"W2170856794","doi":"10.1186/s13643-015-0007-5","title":"Mentorship in nursing academia: a systematic review protocol","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Mentorship; Medicine; CINAHL; Systematic review; Nursing; Nursing research; Data extraction; Psychological intervention; Medical education; Protocol (science); MEDLINE; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.04286219,0.001716175,0.02474064,0.0006030242,0.00007333681,0.00008717856,0.001986784,0.001857699,0.0003739028],"category_scores_gemma":[0.005700031,0.0009778108,0.001495578,0.00160012,0.00006081753,0.0001269433,0.0001398356,0.002879307,0.01216758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278396,"about_ca_system_score_gemma":0.0004479686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007452943,"about_ca_topic_score_gemma":5.48291e-7,"domain_scores_codex":[0.963742,0.01864203,0.01367341,0.001361888,0.001332033,0.001248629],"domain_scores_gemma":[0.9872103,0.001130267,0.008434941,0.002586938,0.0001263178,0.0005112733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001186206,0.0001192256,2.285006e-7,0.9378285,0.0002238795,0.00002962272,0.0007625553,4.502311e-9,3.132332e-9,0.0005773118,0.03593183,0.02452562],"study_design_scores_gemma":[0.0001519801,0.0000208385,1.704893e-8,0.5176129,0.002305195,0.0001787826,0.00004689715,1.37426e-7,3.48054e-9,0.0000299455,0.4791999,0.0004533544],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.908692e-9,0.5521751,0.000009859506,0.00002005972,0.001272931,0.4371837,0.000003988536,0.0000667622,0.009267542],"genre_scores_gemma":[5.310663e-9,0.5066898,0.00007199812,0.00009805898,0.0001655488,0.4868696,0.00001925589,0.00009025847,0.0059955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4432681,"threshold_uncertainty_score":0.9995584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2073684265145786,"score_gpt":0.5117315299356817,"score_spread":0.3043631034211031,"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."}}