{"id":"W2313758036","doi":"10.1097/01.ede.0000416792.76157.f4","title":"O-135","year":2012,"lang":"war","type":"article","venue":"Epidemiology","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002349217,0.0003124851,0.001160119,0.00009752811,0.00009589263,0.000002348129,0.0001115979,0.0004139156,0.005561984],"category_scores_gemma":[0.005091674,0.0002368325,0.0003184076,0.0001296271,0.0001918098,0.00007592731,0.0000849731,0.0003286586,0.01138104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991961,"about_ca_system_score_gemma":0.00005967176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002517053,"about_ca_topic_score_gemma":0.000005605257,"domain_scores_codex":[0.996565,0.0009028933,0.0007316209,0.0003876309,0.0000971182,0.001315755],"domain_scores_gemma":[0.9935259,0.004908859,0.000241639,0.0006071636,0.00004612608,0.0006703752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003443369,0.0008348531,0.8030561,0.00003911504,0.0003776671,0.00001840948,0.0003046311,0.000001892224,0.0000212595,0.01779818,0.1667644,0.01074906],"study_design_scores_gemma":[0.0009093513,0.0003654323,0.6717198,0.00008169701,0.0004189017,0.00007923511,0.0001137275,0.00003185129,0.000190429,0.000789857,0.3251392,0.0001604535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5853754,0.2896805,0.0002532093,0.06874301,0.009462751,0.0008661289,0.00004006617,0.0001424525,0.04543654],"genre_scores_gemma":[0.9663554,0.004873812,0.00141181,0.02029296,0.004084837,0.00008353582,0.00006440577,0.00003896192,0.002794247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809801,"threshold_uncertainty_score":0.9953471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4305271262824049,"score_gpt":0.476816160402407,"score_spread":0.04628903412000207,"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."}}