{"id":"W2106253777","doi":"10.4212/cjhp.v60i1.137","title":"The Need to be Quick.","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00973155,0.00179904,0.001900496,0.002977772,0.00841149,0.01599578,0.002753272,0.01804641,0.2081535],"category_scores_gemma":[0.0835669,0.001154007,0.00187097,0.001385774,0.006398823,0.02810187,0.009826445,0.02937791,0.1583404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517947,"about_ca_system_score_gemma":0.01083119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00664578,"about_ca_topic_score_gemma":0.01249231,"domain_scores_codex":[0.9881867,0.002497887,0.0007124427,0.001178273,0.006025054,0.001399623],"domain_scores_gemma":[0.9190502,0.01287749,0.002489561,0.004668518,0.03593598,0.02497833],"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":[0.00003373162,0.00005918244,0.0003359331,0.0001135125,0.000008424442,0.0002495919,0.0001730083,0.00001575247,0.0001465787,0.001344661,0.9579747,0.03954485],"study_design_scores_gemma":[0.00002510307,0.00004201199,0.000615942,0.0004025636,0.000009439585,0.001124152,0.001379436,0.00003508683,0.0001468624,0.004105309,0.9920535,0.00006061803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008574771,0.01041951,0.002609449,0.7788088,0.160304,0.0001385333,0.0002245495,0.001573212,0.04506447],"genre_scores_gemma":[0.009904169,0.01439163,0.008976988,0.5976207,0.04973082,0.0002543587,0.0005092264,0.001464032,0.317148],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2081535,"threshold_uncertainty_score":0.6963429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383583898168653,"score_gpt":0.3207391018034559,"score_spread":0.2969032628217694,"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."}}