{"id":"W4206805727","doi":"10.7748/ns.15.33.26.s44","title":"Fighting fraud","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Business; Government (linguistics); Work (physics); Internet privacy; Risk analysis (engineering); Public relations; Nursing; Computer science; Medicine; Political science; Engineering","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":[0.02507113,0.0009990722,0.0009224662,0.00328474,0.009174164,0.01905281,0.002054265,0.01682932,0.01938797],"category_scores_gemma":[0.114692,0.0004152065,0.0008327219,0.001431157,0.01278455,0.01710333,0.01100596,0.01388371,0.009707455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431671,"about_ca_system_score_gemma":0.01301938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279393,"about_ca_topic_score_gemma":0.002067417,"domain_scores_codex":[0.9699426,0.01104937,0.001079057,0.002295287,0.01170723,0.00392646],"domain_scores_gemma":[0.9357373,0.02093361,0.005858724,0.006343524,0.01626303,0.01486384],"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":[0.00005490427,0.0001546131,0.002979809,0.0002151589,0.00006564422,0.0002969262,0.002935996,0.0003276085,0.0003520627,0.2465527,0.5734138,0.1726509],"study_design_scores_gemma":[0.00003628058,0.0001229832,0.001213682,0.0005502175,0.00002402063,0.000395668,0.002161655,0.0005422508,0.0004488524,0.1035244,0.8909501,0.00002989738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009593546,0.01312923,0.01537958,0.6957086,0.01734047,0.000150176,0.0000623419,0.0004629328,0.2481731],"genre_scores_gemma":[0.3263801,0.01985028,0.01700142,0.3935597,0.02067132,0.0003818354,0.0002193182,0.0004385663,0.2214975],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02507113,"threshold_uncertainty_score":0.1325904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336283076305401,"score_gpt":0.5238673279087307,"score_spread":0.3902390202781906,"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."}}