{"id":"W2910179721","doi":"10.1016/s0140-6736(18)32417-6","title":"The MANAGE trial","year":2019,"lang":"en","type":"letter","venue":"The Lancet","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Internal medicine; Intensive care medicine","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":[0.008938803,0.001141187,0.002388216,0.0008560548,0.002383941,0.005698227,0.00165857,0.03052798,0.02720957],"category_scores_gemma":[0.04956476,0.00078951,0.001807249,0.0009808461,0.001629388,0.003140863,0.001941923,0.02432781,0.01041523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004755238,"about_ca_system_score_gemma":0.008008004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005931845,"about_ca_topic_score_gemma":0.02010782,"domain_scores_codex":[0.9900723,0.005681695,0.0007130199,0.0008422128,0.001607388,0.001083417],"domain_scores_gemma":[0.9833459,0.009137429,0.001959464,0.0007118293,0.0011313,0.003714043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003901502,0.00007596757,0.0005838665,0.0003240978,0.0001894306,0.0002387176,0.00004531323,0.00004780758,0.0000804318,0.003286005,0.9765852,0.01464175],"study_design_scores_gemma":[0.03194369,0.0009168755,0.005622637,0.003799055,0.0009589324,0.0005005505,0.0002833437,0.000676525,0.0004002472,0.03289972,0.9218074,0.000190977],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001709063,0.01555346,0.0001537953,0.8976502,0.05533303,0.0001882217,0.002841782,0.00008534696,0.02648498],"genre_scores_gemma":[0.008489931,0.002314934,0.000224128,0.9422128,0.02728309,0.0005894175,0.0004063852,0.00004907383,0.01843018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03052798,"threshold_uncertainty_score":0.09102511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857228988649515,"score_gpt":0.2904735386402182,"score_spread":0.2519012487537231,"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."}}