{"id":"W2047305319","doi":"10.1016/j.ienj.2014.05.003","title":"The trauma nurse coordinator in England: a survey of demographics, roles and resources","year":2014,"lang":"en","type":"article","venue":"International Emergency Nursing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Demographics; Quarter (Canadian coin); Medicine; Nursing; Clinical nurse specialist; Family medicine; Demography; Geography; Sociology","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":[0.002191655,0.00009850159,0.0001507765,0.0001374553,0.0003752052,0.00001185497,0.0002325865,0.00009027172,0.0001320912],"category_scores_gemma":[0.0009955839,0.00007456479,0.00003076818,0.000193506,0.0001182225,0.0001261433,0.00001770822,0.0003291997,0.000004745372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003721357,"about_ca_system_score_gemma":0.00002165571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835034,"about_ca_topic_score_gemma":0.009376403,"domain_scores_codex":[0.997999,0.0008327062,0.0005097315,0.0001768937,0.0002473223,0.0002343957],"domain_scores_gemma":[0.9979938,0.001280818,0.0002955437,0.0001441345,0.0002324961,0.00005326938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003192617,0.00008648841,0.8683853,0.00001915678,0.00002788178,3.719824e-7,0.008169629,0.00001003751,0.00008018509,0.005266231,0.00198811,0.1156474],"study_design_scores_gemma":[0.0005527678,0.0000496294,0.9041817,0.0003552895,0.00001103624,0.000001290945,0.002232022,0.00190912,0.00001383254,0.004646633,0.08595917,0.00008748691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763088,0.001228868,0.0001094149,0.005131445,0.003032818,0.0001486438,0.00001729332,0.00001732878,0.01400545],"genre_scores_gemma":[0.9987972,0.0003366606,0.00008232839,0.00003974283,0.0001912908,0.0000118368,0.00001094703,0.00001349778,0.0005165028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155599,"threshold_uncertainty_score":0.5232252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340126052057,"score_gpt":0.4096717894870909,"score_spread":0.3762705289665209,"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."}}