{"id":"W2271001713","doi":"10.7196/samj.2016.v106i2.10408","title":"Challenging the cost of clinical negligence","year":2016,"lang":"en","type":"editorial","venue":"South African Medical Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"","keywords":"Medicine; Health professionals; Health care; Public health; Public relations; Nursing; Law","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":[0.01360426,0.001968683,0.002404143,0.002565017,0.006083902,0.01115125,0.003877722,0.04992608,0.004390516],"category_scores_gemma":[0.07869699,0.0009747634,0.002323493,0.001450265,0.007594232,0.007704974,0.002329097,0.03791928,0.00185293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004885545,"about_ca_system_score_gemma":0.007459909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003766582,"about_ca_topic_score_gemma":0.006856638,"domain_scores_codex":[0.9889485,0.003748012,0.001406312,0.0008924095,0.00430959,0.0006952976],"domain_scores_gemma":[0.9136987,0.07115877,0.002317046,0.0009061745,0.009034383,0.002884863],"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":[0.00002302512,0.00001530973,0.00007216595,0.0003478158,0.00002437463,0.0004063876,0.0001985023,0.00005401455,0.00004862643,0.002577351,0.9883974,0.007835026],"study_design_scores_gemma":[0.00007405381,0.00007436315,0.0009888127,0.002625472,0.0001137168,0.0006757641,0.0006692343,0.0002746918,0.0001903511,0.01057906,0.9836723,0.00006215454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002484743,0.02062198,0.0001077285,0.39159,0.5846023,0.00001265734,0.00002535194,0.00002352015,0.002768007],"genre_scores_gemma":[0.002996245,0.01105557,0.00009442119,0.08456235,0.8974789,0.0000151298,0.000009802837,0.00001904958,0.00376854],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04992608,"threshold_uncertainty_score":0.07194704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047191495318144,"score_gpt":0.5159981127561029,"score_spread":0.4112789632242885,"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."}}