{"id":"W4390342104","doi":"10.7748/nr.2023.e1900","title":"A novel research competency framework for clinical research nurses and midwives","year":2023,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Competence (human resources); Core competency; Scope (computer science); Inclusion (mineral); Medical education; Nursing; Knowledge management; Psychology; Medicine; Computer science; Business","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":[0.06258797,0.00125367,0.0007228422,0.00652465,0.00685931,0.0111874,0.003660292,0.004438898,0.003077385],"category_scores_gemma":[0.04752392,0.0006261688,0.001740154,0.00255779,0.02275777,0.01172469,0.01189635,0.005393593,0.0009098493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01609667,"about_ca_system_score_gemma":0.04893863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331205,"about_ca_topic_score_gemma":0.01633805,"domain_scores_codex":[0.9229276,0.0615525,0.003647154,0.002786092,0.006872233,0.002214398],"domain_scores_gemma":[0.9348419,0.04101235,0.003832621,0.003365448,0.01275375,0.00419392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003335564,0.0002275936,0.002837427,0.001076739,0.00002699569,0.0005156474,0.1118958,0.001093289,0.0006763922,0.7796503,0.006254743,0.09571163],"study_design_scores_gemma":[0.000129181,0.0003357168,0.005168431,0.006283652,0.00008377199,0.002116732,0.1194863,0.009805163,0.001685863,0.552002,0.3027224,0.0001808347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04538136,0.005130767,0.6091174,0.06800915,0.001267564,0.006950288,0.0003434865,0.0003617469,0.2634382],"genre_scores_gemma":[0.3590429,0.001458678,0.6237938,0.002921446,0.0001574905,0.004217708,0.0002614686,0.0000548078,0.008091659],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06258797,"threshold_uncertainty_score":0.3310007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.855208841394752,"score_gpt":0.7658856437142965,"score_spread":0.08932319768045549,"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."}}