{"id":"W4251185311","doi":"10.7748/ns.24.51.28.s31","title":"Readers panel","year":2010,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Homeopathy; Cash; Medicine; Psychology; Alternative medicine; Business; Finance; Pathology","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":[0.009539091,0.001137619,0.001501327,0.001686638,0.009899558,0.01016013,0.002973601,0.05176139,0.07751222],"category_scores_gemma":[0.04053609,0.001503112,0.002752321,0.001175511,0.00266257,0.007016741,0.00350049,0.03126671,0.02921953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006099397,"about_ca_system_score_gemma":0.008479224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183819,"about_ca_topic_score_gemma":0.02974814,"domain_scores_codex":[0.9931444,0.0009903186,0.0008393155,0.001119098,0.002499302,0.001407688],"domain_scores_gemma":[0.9563102,0.01444917,0.002228058,0.001927478,0.01930922,0.005775949],"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":[0.00001954765,0.000009935948,0.0001341272,0.00004040267,0.000003277378,0.0001092719,0.0000581087,0.00001126942,0.0001005861,0.000552566,0.9964156,0.002545257],"study_design_scores_gemma":[0.00001995424,0.00001681718,0.001102189,0.0002032586,0.00001667001,0.00008953606,0.0003573945,0.00003642204,0.0001919421,0.0007126486,0.9972157,0.00003733497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00108626,0.00303475,0.0003816506,0.8518045,0.1094119,0.0001816555,0.0006009016,0.0001457183,0.03335283],"genre_scores_gemma":[0.005649025,0.001288147,0.0003916251,0.8071417,0.03651272,0.000260766,0.0002215305,0.0001409323,0.1483936],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07751222,"threshold_uncertainty_score":0.2593042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6577823670237741,"score_gpt":0.5904287979234035,"score_spread":0.0673535691003706,"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."}}