{"id":"W2989592781","doi":"10.1007/s12630-019-01537-y","title":"Exploring vulnerabilities to sepsis in Canada","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sepsis; Medicine; Internal 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":[0.0009146577,0.0002055046,0.000318707,0.001027579,0.01367164,0.003233302,0.001089453,0.00537217,0.008440689],"category_scores_gemma":[0.006874027,0.0003521377,0.0004064195,0.002208414,0.002922695,0.001034857,0.002540588,0.008400329,0.0003047899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0649049,"about_ca_system_score_gemma":0.1759474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899821,"about_ca_topic_score_gemma":0.9950735,"domain_scores_codex":[0.9978981,0.0001741592,0.00007302762,0.00009609732,0.0004017318,0.001356898],"domain_scores_gemma":[0.9930264,0.001063295,0.0005043874,0.00007438869,0.001858386,0.003473098],"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":[0.0002122347,0.0002613154,0.3020096,0.0002870155,0.0001596673,0.02056557,0.033225,0.0007756252,0.0007642988,0.05607112,0.5252402,0.06042844],"study_design_scores_gemma":[0.000163973,0.0001126386,0.3143747,0.001587609,0.0002598423,0.006089403,0.1379163,0.001592057,0.0004394117,0.0270263,0.5101154,0.0003225249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1040331,0.004822671,0.0001524009,0.8453783,0.001630365,0.00005116858,0.0005130562,0.00001660117,0.04340222],"genre_scores_gemma":[0.7195518,0.01034891,0.00038447,0.2518378,0.001231521,0.00005208964,0.0001531566,0.0000375032,0.01640288],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0649049,"threshold_uncertainty_score":0.4709202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07536074038129388,"score_gpt":0.255962076516384,"score_spread":0.1806013361350902,"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."}}