{"id":"W2086554368","doi":"10.1097/01.ccm.0000257360.65311.2e","title":"Moving beyond numbers…The next step forward in improving patient care*","year":2007,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital; University of British Columbia","funders":"","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01022511,0.000810224,0.001523009,0.000596424,0.006500807,0.008696944,0.002562811,0.04920801,0.01450731],"category_scores_gemma":[0.03748306,0.0007727286,0.001249077,0.0008375827,0.009492906,0.01508189,0.004030596,0.07333221,0.006756843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008630672,"about_ca_system_score_gemma":0.01552015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350272,"about_ca_topic_score_gemma":0.03514972,"domain_scores_codex":[0.9891376,0.004425642,0.001180714,0.0008578287,0.003103375,0.001294848],"domain_scores_gemma":[0.9744154,0.01393183,0.001243457,0.0007514877,0.004900532,0.004757257],"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":[0.00003250701,0.00003153008,0.00031615,0.00007317287,0.00001069517,0.00044591,0.0003154381,0.00005268173,0.00009832541,0.00859671,0.9778941,0.01213286],"study_design_scores_gemma":[0.00008818641,0.00005799125,0.0007312644,0.0005073902,0.00001781667,0.0007787312,0.001100964,0.0002615216,0.0001121349,0.02384959,0.9724303,0.00006410016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001000065,0.0004943195,0.00009048715,0.9928238,0.005046024,0.000003381649,0.000005222329,0.000006909719,0.001429874],"genre_scores_gemma":[0.001950564,0.001210663,0.0004460273,0.9793881,0.01311708,0.00001792414,0.00000829042,0.00001509254,0.003846248],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04920801,"threshold_uncertainty_score":0.06262022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05461492522606555,"score_gpt":0.3481528608875135,"score_spread":0.293537935661448,"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."}}