{"id":"W2064866872","doi":"10.7748/ncyp.26.6.14.s20","title":"Student voice - Rapid response","year":2014,"lang":"en","type":"article","venue":"Nursing Children and Young People","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Psychology; Medicine; Nursing; Medical emergency","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001225447,0.000245313,0.0002631699,0.0001852828,0.0005858156,0.0002983109,0.0002285027,0.0001377406,0.00005293548],"category_scores_gemma":[0.0003204092,0.000250722,0.00007012644,0.000270531,0.0001674405,0.0003194863,0.000007450508,0.0003419521,0.00009785563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375508,"about_ca_system_score_gemma":0.00004458305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002512487,"about_ca_topic_score_gemma":0.0001141331,"domain_scores_codex":[0.9977723,0.0006346575,0.0002636115,0.0004879545,0.0003690883,0.0004724189],"domain_scores_gemma":[0.9987406,0.0003985133,0.0001399039,0.0004488416,0.00006960661,0.0002026047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005455917,0.002255779,0.5061524,0.00006451829,0.0001240016,0.000001348781,0.2335821,0.00001324632,0.005827401,0.001506814,0.09695696,0.1480596],"study_design_scores_gemma":[0.0009634513,0.0003872254,0.9879539,0.0001512846,0.0001446061,0.0001924678,0.002944518,0.00005777537,0.0004525843,0.0004876988,0.005931763,0.0003327014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670925,0.0007385906,0.0001834861,0.02189056,0.004761512,0.0002770213,0.000004884268,0.0002211825,0.004830308],"genre_scores_gemma":[0.9967314,0.00001493304,0.0004791904,0.0008578104,0.0008815511,0.000007504061,0.00003885813,0.00005326133,0.0009354632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4818015,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268056213461515,"score_gpt":0.3072084965299852,"score_spread":0.29452793439537,"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."}}