{"id":"W2298601229","doi":"","title":"Bloodstream Infections (BSI) Surveillance in the Province of Quebec (SPIN-BACTOT): The First Year Experience","year":2008,"lang":"en","type":"article","venue":"46th Annual Meeting","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Geography; Bloodstream infection; Medicine; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004214332,0.00008848669,0.00009087396,0.00001949152,0.0002273927,0.00002286893,0.0002632469,0.00005836423,0.000008926002],"category_scores_gemma":[0.001060363,0.00006059201,0.00004829097,0.0001571375,0.0001757134,0.000008375735,0.00006436383,0.00009635273,0.000004283079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009933487,"about_ca_system_score_gemma":0.00008750946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529309,"about_ca_topic_score_gemma":0.02236912,"domain_scores_codex":[0.9991298,0.0001325659,0.0002497604,0.0002157149,0.0001085282,0.0001636878],"domain_scores_gemma":[0.9993077,0.00009803928,0.0001197499,0.0003553547,0.00009690107,0.00002227487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003007744,0.0002525173,0.89543,0.00003765385,0.0000138349,0.000004574023,0.006071256,0.000146214,0.09551791,0.0001193604,0.00141704,0.000959524],"study_design_scores_gemma":[0.0004599548,0.0002237838,0.9223402,0.00007238421,0.000007201856,0.00004531618,0.009448083,0.00007284355,0.04380028,0.00001491486,0.02321156,0.0003034934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984003,0.0000770236,0.00003530981,0.0003271886,0.00009923091,0.0001872166,0.00001545327,0.00001123472,0.000847038],"genre_scores_gemma":[0.999377,0.0000261587,0.00008489045,0.0001093696,0.0001317382,0.00002500029,0.00001510113,0.000007317793,0.0002234253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05171764,"threshold_uncertainty_score":0.9954701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129719756757093,"score_gpt":0.2543418649472444,"score_spread":0.2430446673796734,"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."}}