{"id":"W3158933060","doi":"10.1097/nnd.0000000000000748","title":"Preceptor Practice","year":2021,"lang":"en","type":"article","venue":"Journal for Nurses in Professional Development","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Preceptor; Professional development; Medical education; Nursing; Nursing practice; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009584031,0.0003256851,0.0003406555,0.001772416,0.002066916,0.002793384,0.001315959,0.0009406696,0.02537168],"category_scores_gemma":[0.02768533,0.0003556717,0.0004521718,0.001141596,0.0007304456,0.001604946,0.00314467,0.001599291,0.007311709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004515058,"about_ca_system_score_gemma":0.01714341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117199,"about_ca_topic_score_gemma":0.01559023,"domain_scores_codex":[0.9896836,0.00419155,0.0005322745,0.0009159511,0.002806382,0.001870146],"domain_scores_gemma":[0.9802171,0.004480828,0.001712966,0.001181557,0.00603897,0.006368592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004987571,0.0007404145,0.1334949,0.001241789,0.00004207759,0.0006181862,0.01742105,0.0004051565,0.001172611,0.01210405,0.07844909,0.7538118],"study_design_scores_gemma":[0.000303139,0.002437864,0.2125274,0.005367546,0.0000719848,0.003518727,0.03420247,0.00114981,0.002705599,0.008469108,0.7291313,0.0001150048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5013036,0.01662082,0.02836511,0.02511473,0.002392611,0.003161329,0.003801695,0.001021188,0.4182189],"genre_scores_gemma":[0.8463029,0.009048583,0.02163135,0.008813098,0.0002154483,0.00119386,0.002087346,0.0001797858,0.1105276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02537168,"threshold_uncertainty_score":0.08487672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05721919593897483,"score_gpt":0.5089382773821618,"score_spread":0.451719081443187,"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."}}