{"id":"W2922262253","doi":"10.1177/1078345819833661","title":"Saskatchewan Provincial Correctional Nurses: Roles, Responsibilities, and Learning Needs","year":2019,"lang":"en","type":"article","venue":"Journal of Correctional Health Care","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Nursing; Continuing education; Health care; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482697,0.0001492345,0.0003744898,0.0005927455,0.001182606,0.000109072,0.0001447165,0.0001253584,0.000380046],"category_scores_gemma":[0.0004989058,0.0001473357,0.0002115146,0.0007018723,0.0001447055,0.0003763307,0.00002774993,0.0008055494,0.00002260332],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102043,"about_ca_system_score_gemma":0.00571833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01063234,"about_ca_topic_score_gemma":0.04375828,"domain_scores_codex":[0.9973089,0.0006661449,0.0005953991,0.0001915592,0.0008921889,0.0003457954],"domain_scores_gemma":[0.9973159,0.0006042993,0.0005653076,0.00009745706,0.001104181,0.0003128998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001550884,0.0001844199,0.07072856,0.0001813927,0.0001239783,0.00001269957,0.5385283,0.002599928,0.0000279235,0.001007279,0.008242342,0.3768123],"study_design_scores_gemma":[0.0003304549,0.0007323903,0.003126974,0.0001110093,0.00006882348,0.0001530315,0.8797792,0.00008530452,0.000004724002,0.00003462414,0.1154394,0.0001340476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845515,0.002055979,0.0004633957,0.0007101608,0.0092489,0.000226822,0.00001044399,0.00003859127,0.002694246],"genre_scores_gemma":[0.9892227,0.0002814497,0.0002230693,0.0004514551,0.001673956,0.000005105422,0.000008403551,0.00001595374,0.008117894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3766782,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008351831614846008,"score_gpt":0.3104022122980266,"score_spread":0.3020503806831806,"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."}}