{"id":"W2513505077","doi":"10.7748/ns.21.36.33.s46","title":"A heartbreaking waste of talent and skills","year":2007,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Rehabilitation; Psychology; Sociology; Medical education; Visual arts; Nursing; Medicine; Art; Political science; Law; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008464604,0.0007781205,0.00118296,0.002850473,0.01547746,0.01494367,0.002380083,0.003001934,0.01393906],"category_scores_gemma":[0.03643972,0.0005419524,0.0006024509,0.001529905,0.01808668,0.01045011,0.01180421,0.01739244,0.005831064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004701256,"about_ca_system_score_gemma":0.005427968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009421005,"about_ca_topic_score_gemma":0.01589595,"domain_scores_codex":[0.9896471,0.002146625,0.0002908784,0.0008746877,0.005657894,0.001382781],"domain_scores_gemma":[0.9715998,0.005954276,0.001230925,0.002313742,0.007801092,0.01110017],"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":[0.000141206,0.0001564719,0.003525746,0.0001835451,0.00008052061,0.0008045783,0.02136182,0.00009826849,0.001254675,0.05186028,0.8166721,0.1038608],"study_design_scores_gemma":[0.00003101868,0.0001961616,0.005368844,0.0004750366,0.00001704136,0.00131615,0.03789642,0.0001858587,0.0006363547,0.04117608,0.9126113,0.00008972584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05186839,0.01371089,0.007144215,0.7780752,0.03254205,0.00006315,0.0004254308,0.0006907792,0.11548],"genre_scores_gemma":[0.4567164,0.01111495,0.009311035,0.2942677,0.01470431,0.0002700367,0.0004321586,0.001937577,0.2112459],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01547746,"threshold_uncertainty_score":0.0466308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049789615352351,"score_gpt":0.326569219702106,"score_spread":0.3160713235485824,"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."}}