{"id":"W3130108880","doi":"10.1016/j.jtcvs.2020.12.055","title":"Malpractice litigation: The unmeasured complication","year":2021,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Malpractice; Complication; Medical emergency; Surgery; General surgery; 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":[0.00586046,0.0003986166,0.0006046163,0.001620628,0.005744026,0.005701729,0.001428386,0.04413603,0.006455964],"category_scores_gemma":[0.05102332,0.0004917682,0.0004968754,0.001440815,0.003736906,0.004489188,0.002036333,0.01924558,0.001296485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003985808,"about_ca_system_score_gemma":0.008391838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009853126,"about_ca_topic_score_gemma":0.02891064,"domain_scores_codex":[0.9923253,0.002811517,0.0009247225,0.0009588917,0.002034971,0.0009446126],"domain_scores_gemma":[0.9539077,0.03181382,0.004297268,0.001337512,0.005466151,0.003177558],"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":[0.00009495834,0.0002513885,0.04312931,0.0001323762,0.00005346779,0.02856558,0.00235452,0.000319718,0.0003929023,0.1050986,0.7749382,0.04466911],"study_design_scores_gemma":[0.0002271818,0.000314508,0.05601795,0.002531511,0.0002205904,0.05570251,0.008272129,0.006340015,0.001044698,0.2001604,0.6688165,0.0003519932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006401294,0.001445947,0.0003996445,0.9618257,0.003336799,0.00001382581,0.0001302882,0.00001958029,0.02642699],"genre_scores_gemma":[0.1504775,0.002132598,0.0008818863,0.8048773,0.02459008,0.00004763648,0.00009072757,0.00003163279,0.01687062],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04413603,"threshold_uncertainty_score":0.03099346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130104983053676,"score_gpt":0.4060460792127151,"score_spread":0.2930355809073475,"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."}}