{"id":"W2411442461","doi":"","title":"Mentoring in emergency care: 'growing our own'.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Perspective (graphical); Emergency nursing; Nursing; Reflection (computer programming); Medical education; Nursing shortage; Emergency department; Psychology; Medicine; Nurse education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008997514,0.00008185594,0.000115667,0.00007994894,0.0002929112,0.00000899826,0.0001374244,0.0001227778,0.0001840672],"category_scores_gemma":[0.0003322527,0.00007394033,0.00002742524,0.00016296,0.000004179143,0.0003236179,0.00005251489,0.0008216676,0.00008475717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005530947,"about_ca_system_score_gemma":0.00003795461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004807661,"about_ca_topic_score_gemma":0.001260591,"domain_scores_codex":[0.9986299,0.0001364068,0.0002885332,0.0001751548,0.0001414473,0.0006285979],"domain_scores_gemma":[0.9994274,0.0000668584,0.0001181113,0.0002093116,0.00004343704,0.000134895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004538251,0.00005098728,0.673333,0.0001786993,0.00001328267,0.000007588115,0.01158425,0.00000262993,0.0008532783,0.001186663,0.009625294,0.303119],"study_design_scores_gemma":[0.0003233062,0.00000397815,0.5384882,0.00001945718,0.000009916738,4.04348e-7,0.008173869,0.000004255963,0.0000905483,0.0003118973,0.452473,0.0001010902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646517,0.0003614428,0.000003993621,0.0079987,0.01412312,0.0007418071,0.000002504634,0.00008142435,0.1120353],"genre_scores_gemma":[0.9913595,0.00005798198,0.0001251207,0.0001814999,0.0009607903,0.000969455,0.000003229385,0.00001748464,0.006324982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428478,"threshold_uncertainty_score":0.3569783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05842475811602479,"score_gpt":0.4048077452852862,"score_spread":0.3463829871692614,"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."}}