{"id":"W4200374539","doi":"10.12968/denn.2021.17.12.610","title":"Adapting to change","year":2021,"lang":"en","type":"article","venue":"Dental Nursing","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Malting (Canada)","funders":"","keywords":"Dental nurse; Medicine; Nursing; Pandemic; Nurse education; Nursing practice; Coronavirus disease 2019 (COVID-19); Medical education","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":[0.01202492,0.0007949788,0.0005719212,0.0007725699,0.01422216,0.01030461,0.002308122,0.01199278,0.02135404],"category_scores_gemma":[0.03168452,0.0003331628,0.001094634,0.0007226759,0.01385392,0.00808563,0.01163214,0.01753555,0.004693485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005252094,"about_ca_system_score_gemma":0.01605467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103976,"about_ca_topic_score_gemma":0.020091,"domain_scores_codex":[0.9832616,0.00763532,0.0004491236,0.001242828,0.003382106,0.004028995],"domain_scores_gemma":[0.9819001,0.003803558,0.0008110759,0.001706713,0.00367344,0.008105172],"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":[0.00009151623,0.0003482788,0.005594961,0.0003527238,0.00009512544,0.002386649,0.09619902,0.0005735977,0.001904086,0.09499776,0.6720056,0.1254507],"study_design_scores_gemma":[0.00001116662,0.00005356956,0.001050347,0.0001783591,0.00001053889,0.0002878758,0.04517333,0.0001138243,0.0001279093,0.01527996,0.9376868,0.00002637949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01688016,0.003888564,0.005476691,0.7998888,0.03123338,0.00009030329,0.00006505462,0.0002595946,0.1422175],"genre_scores_gemma":[0.3420583,0.006023398,0.00763032,0.516161,0.007945704,0.0002280443,0.0001382433,0.0004100653,0.1194049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02135404,"threshold_uncertainty_score":0.07143641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1775084535038173,"score_gpt":0.4889478363972695,"score_spread":0.3114393828934522,"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."}}