{"id":"W2938113038","doi":"10.2147/amep.s196456","title":"<p>Use of guest speakers in nursing education: an integrative review of multidisciplinary literature</p>","year":2019,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Ontario Tech University; Nipissing University","funders":"","keywords":"Multidisciplinary approach; Variety (cybernetics); Psychology; Reciprocal; Medical education; Nurse education; Nursing; Computer science; Medicine; Sociology; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00862778,0.0005123739,0.001180962,0.01050591,0.0008128343,0.003259288,0.0009204965,0.001382567,0.002522041],"category_scores_gemma":[0.02644638,0.0003666715,0.001574346,0.008270261,0.00112248,0.003743139,0.00192708,0.0009958645,0.0002676703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699449,"about_ca_system_score_gemma":0.00722413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058868,"about_ca_topic_score_gemma":0.005983631,"domain_scores_codex":[0.9954855,0.002053779,0.000943921,0.0004964821,0.0008531647,0.0001672149],"domain_scores_gemma":[0.9534764,0.03763467,0.004600581,0.0006241935,0.003142477,0.0005216983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001723512,0.0000938909,0.005788495,0.2862558,0.001137699,0.0004057262,0.005061292,0.0001767904,0.0006952255,0.003620574,0.007779744,0.6888125],"study_design_scores_gemma":[0.00004983793,0.0004191151,0.04373308,0.7131913,0.006005959,0.003395221,0.01655182,0.0002887592,0.0009125033,0.003819969,0.2115373,0.00009515216],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001733308,0.9965444,0.0001441747,0.000645522,0.0002331195,0.00001931147,0.00001795112,0.000003613175,0.0006586005],"genre_scores_gemma":[0.03088671,0.9671406,0.0008040656,0.0005936738,0.0002517957,0.00007483303,0.0000359124,0.000003736409,0.0002086266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01050591,"threshold_uncertainty_score":0.04562867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971097668181606,"score_gpt":0.4855721754407711,"score_spread":0.465861198758955,"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."}}