{"id":"W2021480258","doi":"10.1097/01.naj.0000418099.61811.c4","title":"Continuing Education for Patient Care Technicians","year":2012,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"","keywords":"Continuing education; Upgrade; Medical emergency; Patient care; Nursing; Continuing care; Quality (philosophy); Medicine; Medical education; Computer science","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":[0.003102675,0.0005968818,0.0003981918,0.0008317501,0.001729206,0.002018956,0.001127883,0.007943069,0.07004641],"category_scores_gemma":[0.01529624,0.0002845369,0.0003190204,0.0004989573,0.0006531105,0.001646022,0.001903184,0.005334631,0.02280658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225688,"about_ca_system_score_gemma":0.007359528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003415354,"about_ca_topic_score_gemma":0.01323734,"domain_scores_codex":[0.9986816,0.0002558231,0.0001096862,0.0001102487,0.0006303379,0.0002122589],"domain_scores_gemma":[0.987012,0.002555032,0.0007849585,0.0006898688,0.003337257,0.005620963],"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":[0.00002248999,0.0001914953,0.000664773,0.0001434651,0.000003883333,0.0002195264,0.00007705602,0.00003218916,0.000368177,0.0006103961,0.8490921,0.1485744],"study_design_scores_gemma":[0.00004472809,0.0001349822,0.005369742,0.0003079441,0.000004991314,0.0006143779,0.0001370679,0.00009449488,0.0001523675,0.000774442,0.9923515,0.00001340708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0097188,0.02763736,0.004039157,0.6040471,0.07312892,0.001016279,0.0004881921,0.001377756,0.2785464],"genre_scores_gemma":[0.05540648,0.03700457,0.01207079,0.3121258,0.07307152,0.002110557,0.001675138,0.0002790029,0.5062561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07004641,"threshold_uncertainty_score":0.2343286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07237932119651819,"score_gpt":0.4995501602696766,"score_spread":0.4271708390731584,"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."}}