{"id":"W4403102166","doi":"10.1080/13611267.2024.2410803","title":"Communication in an undergraduate psychiatric nursing peer mentorship program: considerations and strategies for facilitators","year":2024,"lang":"en","type":"article","venue":"Mentoring & Tutoring Partnership in Learning","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Mentorship; Psychology; Medical education; Nursing; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.003017582,0.0003012855,0.0002883738,0.0005734735,0.0003022908,0.0006323464,0.0001724859,0.0001870185,0.00003213443],"category_scores_gemma":[0.0002252813,0.0003327556,0.00005381793,0.000499452,0.00009323859,0.0005616643,0.00004062771,0.0008642707,0.00001463067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389542,"about_ca_system_score_gemma":0.0001417469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327224,"about_ca_topic_score_gemma":0.00006151442,"domain_scores_codex":[0.9969969,0.0004958722,0.0006290576,0.0007053921,0.0003498709,0.0008228782],"domain_scores_gemma":[0.998705,0.0006592376,0.0001013762,0.0002990816,0.00005779365,0.0001775296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000113821,0.0004573424,0.2233317,0.0005318698,0.0001196285,0.00003570885,0.2863264,0.003406293,0.0005354134,0.4371939,0.0009700508,0.04697789],"study_design_scores_gemma":[0.006189519,0.00153886,0.1117229,0.006906538,0.0002486903,0.00006614529,0.1210408,0.01143158,0.0004081404,0.09310673,0.6442438,0.003096248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547648,0.004817898,0.0005236162,0.0024204,0.004429845,0.00134035,0.000002875015,0.0008499174,0.03085031],"genre_scores_gemma":[0.9823452,0.00004362528,0.00345875,0.00001270388,0.000247393,0.0009440933,0.00002997303,0.00005429961,0.01286402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6432738,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08431909568584474,"score_gpt":0.4175411544205305,"score_spread":0.3332220587346858,"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."}}