{"id":"W2439942058","doi":"10.1097/aap.0000000000000427","title":"Reply to Dr Bansal and Colleagues","year":2016,"lang":"en","type":"letter","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Medicine; General surgery","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":[0.004662236,0.001109837,0.001826223,0.000979737,0.007576058,0.008189257,0.003181435,0.1336822,0.01680743],"category_scores_gemma":[0.04035923,0.001484449,0.001784257,0.0008906141,0.004208478,0.004546753,0.00406024,0.06945297,0.01346546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007256761,"about_ca_system_score_gemma":0.009127078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008106,"about_ca_topic_score_gemma":0.01761229,"domain_scores_codex":[0.9946228,0.001251649,0.0006560379,0.0006238304,0.00133479,0.001510812],"domain_scores_gemma":[0.9888416,0.005151668,0.00131009,0.000332998,0.002018167,0.002345444],"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":[0.00002762269,0.00001415463,0.0003840794,0.00004007772,0.00001227942,0.001694992,0.0002142631,0.00003434377,0.00006640295,0.001771284,0.9937797,0.001960756],"study_design_scores_gemma":[0.000111205,0.00004916606,0.001186505,0.0006471135,0.00005668323,0.002543389,0.001384384,0.0003052448,0.0002153081,0.009392143,0.9840161,0.00009273005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001939257,0.0005779687,0.00003668784,0.97993,0.01666025,0.000009045906,0.00003059079,0.00001248903,0.002549026],"genre_scores_gemma":[0.001477132,0.0004005019,0.00005237541,0.9742706,0.01666878,0.00002039554,0.00001563675,0.00001385159,0.00708082],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1336822,"threshold_uncertainty_score":0.05622649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631727478973198,"score_gpt":0.2610418879314426,"score_spread":0.2347246131417106,"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."}}