{"id":"W3121668630","doi":"10.1097/tme.0000000000000334","title":"Proceed With Caution","year":2021,"lang":"en","type":"article","venue":"Advanced Emergency Nursing Journal","topic":"Nursing education and management","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Medicine; Autonomy; Context (archaeology); Emergency department; Nursing; Clinical Practice; Variety (cybernetics); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001270752,0.0001645946,0.0001544344,0.0001234048,0.00048598,0.00006558382,0.0001133362,0.00004252659,0.0005713157],"category_scores_gemma":[0.00006796014,0.0001512192,0.00007269892,0.0005041853,0.00004898034,0.0004150385,0.000006529679,0.0002983857,0.00003357568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376075,"about_ca_system_score_gemma":0.00008673187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001734158,"about_ca_topic_score_gemma":0.000006994779,"domain_scores_codex":[0.9986176,0.00006157025,0.0003201175,0.0002640806,0.0003411537,0.0003954882],"domain_scores_gemma":[0.9990256,0.000008649494,0.000183691,0.0002066973,0.0004026238,0.00017268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007058727,0.001333098,0.001996899,0.00008372241,0.00009883273,0.00007817815,0.006392869,0.001766466,0.03999775,0.002332022,0.1766484,0.7685659],"study_design_scores_gemma":[0.006741284,0.00172528,0.08373117,0.004688524,0.000765903,0.005031013,0.02108799,0.0009834158,0.1043738,0.04735087,0.7214037,0.002117144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6835874,0.007917937,0.03847834,0.07428288,0.1243045,0.0006973523,0.00000452573,0.0006122207,0.0701149],"genre_scores_gemma":[0.9667987,0.0002823877,0.01719459,0.000553999,0.0008275745,0.00001324436,0.00002148164,0.00007343306,0.0142346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7664487,"threshold_uncertainty_score":0.6255506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323774084862876,"score_gpt":0.3139163810466694,"score_spread":0.3006786401980406,"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."}}