{"id":"W3011012819","doi":"10.5430/jnep.v10n6p36","title":"Nationwide use, challenges, facilitators, and impact of preceptors in prelicensure clinical nursing education","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sigma Theta Tau International","keywords":"Preceptor; Incentive; Nursing; Medicine; Medical education; Variety (cybernetics); Incentive program; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005719135,0.0001979972,0.0001935967,0.0009610673,0.001014526,0.001042337,0.001043296,0.0003749444,0.002162251],"category_scores_gemma":[0.01891267,0.0002910791,0.0001994844,0.0007619627,0.000585273,0.0008765825,0.0028762,0.0006854555,0.0002590518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214135,"about_ca_system_score_gemma":0.008005251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008184255,"about_ca_topic_score_gemma":0.02454305,"domain_scores_codex":[0.9931455,0.003228124,0.0004003116,0.0005213582,0.001521229,0.001183529],"domain_scores_gemma":[0.9809875,0.006391963,0.00559929,0.000661504,0.001994056,0.00436554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001572299,0.0007713914,0.8682128,0.0003583128,0.00003755073,0.0001440199,0.006601031,0.000237597,0.0007568971,0.0001252786,0.000985826,0.121612],"study_design_scores_gemma":[0.00001635196,0.0008551179,0.982483,0.0003880081,0.00002526128,0.0002595929,0.01243397,0.0003217427,0.0007272093,0.00007420187,0.002398489,0.00001710624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978731,0.0003846202,0.0001735005,0.0003875287,0.000007256513,0.00005060211,0.00007455455,0.000009616572,0.001039267],"genre_scores_gemma":[0.9984675,0.000382126,0.0006137154,0.00009297051,0.000007057599,0.00006478286,0.00007414186,0.000003338928,0.0002943067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008184255,"threshold_uncertainty_score":0.03024608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657610106049175,"score_gpt":0.4762796802452263,"score_spread":0.3105186696403088,"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."}}