{"id":"W2032789715","doi":"10.1016/j.nedt.2013.04.003","title":"A case for collaborative networks for clinical nurse educators","year":2013,"lang":"en","type":"review","venue":"Nurse Education Today","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"CLARITY; Mentorship; Subspecialty; Context (archaeology); Nursing; Nurse educator; Professional development; Work (physics); Medicine; Medical education; Nurse education; Psychology","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00189606,0.0007831139,0.002066681,0.0004726165,0.001729898,0.00009169293,0.0004798967,0.00184965,0.0018385],"category_scores_gemma":[0.002192627,0.0006465927,0.0007763492,0.001093299,0.0001512798,0.0003268356,0.00003123771,0.001416014,0.0009944428],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072936,"about_ca_system_score_gemma":0.04326446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006341374,"about_ca_topic_score_gemma":0.00009325259,"domain_scores_codex":[0.9927002,0.002122033,0.00295543,0.001094628,0.0002562058,0.0008715614],"domain_scores_gemma":[0.9863909,0.00555438,0.002584904,0.0009469222,0.003943786,0.0005790851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005008626,0.0005251598,0.00001154993,0.003517966,0.00009962395,6.158285e-7,0.001426959,2.736539e-7,2.007572e-8,0.01236858,0.5387192,0.44328],"study_design_scores_gemma":[0.0006106535,0.0001809155,0.000007464388,0.00809592,0.0008910124,0.00003642142,0.03367509,0.00006575532,9.461289e-8,0.0006212179,0.955189,0.0006264143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003150576,0.888932,0.001837246,0.00352444,0.07444134,0.02571448,0.0006177202,0.0001571797,0.004744024],"genre_scores_gemma":[0.00002969732,0.7723637,0.00703392,0.002557584,0.01397237,0.08857498,0.004351766,0.0002758819,0.1108401],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4426536,"threshold_uncertainty_score":0.9997834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1506719282468425,"score_gpt":0.580608223392008,"score_spread":0.4299362951451655,"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."}}