{"id":"W2295437072","doi":"10.1016/j.chest.2015.11.028","title":"Rebuttal From Dr Rubenfeld","year":2016,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Intensivist; Medicine; Workforce; Intensive care; Nursing; Intensive care medicine; 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":[0.0039406,0.001064735,0.00227253,0.001291645,0.004548417,0.007477597,0.002955367,0.1120752,0.01356849],"category_scores_gemma":[0.0498044,0.001233972,0.001805799,0.001140208,0.004835274,0.004164868,0.003345009,0.0777521,0.01372466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007293198,"about_ca_system_score_gemma":0.006166361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009040762,"about_ca_topic_score_gemma":0.01557279,"domain_scores_codex":[0.9954029,0.0008737351,0.0005117402,0.0008038045,0.001410164,0.0009976118],"domain_scores_gemma":[0.9853512,0.007105947,0.001244695,0.0006478846,0.002437794,0.003212458],"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":[0.00002150433,0.00001334591,0.0002174795,0.00002270918,0.00001259152,0.001285912,0.00007427351,0.00003853931,0.00006807191,0.002354343,0.9932064,0.002684879],"study_design_scores_gemma":[0.00009620992,0.00004596048,0.001248016,0.0005050439,0.00004203337,0.001944126,0.0004253527,0.0005119584,0.0001777009,0.01227289,0.9826529,0.00007781062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001323968,0.0006532455,0.00004131252,0.9795266,0.01776764,0.000006265552,0.0000328742,0.00001330304,0.001826364],"genre_scores_gemma":[0.002462684,0.0006638222,0.0001108608,0.9353222,0.04914613,0.00002755719,0.00002776239,0.00002168648,0.01221738],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1120752,"threshold_uncertainty_score":0.05291605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08890623255013226,"score_gpt":0.2664451471316206,"score_spread":0.1775389145814883,"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."}}