{"id":"W2514191147","doi":"10.7748/ns.23.50.26.s26","title":"Voices","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychology; Medicine","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":[0.004159774,0.0007436426,0.0005567359,0.0005447997,0.008553416,0.008382467,0.001679899,0.01526026,0.04709476],"category_scores_gemma":[0.0211033,0.0004628265,0.0009570683,0.0003717909,0.002203389,0.004715423,0.00532976,0.01979288,0.01739388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292445,"about_ca_system_score_gemma":0.007025867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008364285,"about_ca_topic_score_gemma":0.01700095,"domain_scores_codex":[0.993306,0.001092732,0.0001875295,0.0006221945,0.00292436,0.001867157],"domain_scores_gemma":[0.9907992,0.001632306,0.0003413715,0.0003316656,0.002926875,0.003968573],"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":[0.00001921617,0.00001961339,0.0003322797,0.00004114278,0.000004656837,0.0002346693,0.0005891203,0.00001079853,0.0001712165,0.006576972,0.9775341,0.01446634],"study_design_scores_gemma":[0.000007296255,0.00001177217,0.0002424712,0.00007207713,0.000003909678,0.0002150695,0.002042637,0.00001959642,0.00007830222,0.002021196,0.9952776,0.000008111926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001428768,0.003371883,0.0003990104,0.7935646,0.1098829,0.00002804152,0.00009952085,0.00008624894,0.09113913],"genre_scores_gemma":[0.01422779,0.002006065,0.000293556,0.6907402,0.02000884,0.00006131173,0.0001264977,0.0001153873,0.2724203],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04709476,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746118127641086,"score_gpt":0.5086502004033291,"score_spread":0.4511890191269182,"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."}}