{"id":"W2339053550","doi":"","title":"A Review of Instrumentation in Nursing Student Clinical Evaluation","year":2016,"lang":"en","type":"review","venue":"STTI/NLN Nursing Education Research Conference","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02188177,0.001221134,0.003243679,0.01511755,0.001041536,0.004451802,0.002006451,0.001754201,0.003190613],"category_scores_gemma":[0.08300316,0.001032906,0.00278303,0.01749497,0.002129718,0.004200364,0.002324969,0.001629344,0.0005309178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00439322,"about_ca_system_score_gemma":0.01390323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354919,"about_ca_topic_score_gemma":0.01408976,"domain_scores_codex":[0.9769549,0.008902556,0.00757206,0.001205856,0.005004904,0.0003597078],"domain_scores_gemma":[0.9083835,0.06943975,0.0089256,0.001485568,0.01128538,0.0004800895],"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":[0.0001183694,0.00005233976,0.00232871,0.4019679,0.0008402818,0.000178634,0.001032749,0.0001306759,0.0002112104,0.001379639,0.004377557,0.5873819],"study_design_scores_gemma":[0.00003795048,0.0002569927,0.01177555,0.8499877,0.004548289,0.001427687,0.001658429,0.00009397367,0.0004216009,0.000984762,0.1287503,0.00005682196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003154572,0.998896,0.0001457074,0.0001620913,0.00008798947,0.00003392756,0.00002974859,0.000002520086,0.0003265198],"genre_scores_gemma":[0.00626668,0.9925794,0.0006641799,0.0002307444,0.00006082428,0.00009445928,0.00003957258,0.000003199916,0.00006100605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02188177,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3166589827732558,"score_gpt":0.6652271034129028,"score_spread":0.348568120639647,"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."}}