{"id":"W2083080693","doi":"10.1016/j.ijid.2010.05.008","title":"Consensus document on controversial issues for the treatment of hospital-associated pneumonia","year":2010,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; MEDLINE; Cochrane Library; Intensive care medicine; Randomized controlled trial; Pneumonia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1386656,0.00257746,0.006433465,0.01314131,0.004490661,0.008955348,0.01399027,0.0267811,0.005070711],"category_scores_gemma":[0.2234081,0.002092955,0.009518003,0.01457539,0.004561071,0.006484997,0.007954191,0.02192015,0.004387506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009515005,"about_ca_system_score_gemma":0.05094474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00535533,"about_ca_topic_score_gemma":0.005332286,"domain_scores_codex":[0.8790691,0.03700816,0.05241276,0.003327229,0.02606113,0.002121581],"domain_scores_gemma":[0.6761752,0.1402611,0.03039129,0.006807798,0.1324747,0.01388994],"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":[0.0004690859,0.0003491344,0.001556607,0.07968937,0.001007239,0.001334105,0.003304061,0.001565914,0.002049393,0.01766795,0.5578091,0.3331981],"study_design_scores_gemma":[0.0004659535,0.000317129,0.002151259,0.1345473,0.001662355,0.001498671,0.00160534,0.0008274711,0.001192649,0.0239084,0.8316281,0.0001953749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001625521,0.3029424,0.02028702,0.5781543,0.07739424,0.004531634,0.002375115,0.0002178122,0.01247194],"genre_scores_gemma":[0.02962684,0.352584,0.3079332,0.2358408,0.04266801,0.01409291,0.006512167,0.0003247287,0.01041729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1386656,"threshold_uncertainty_score":0.7333427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007602685632592662,"score_gpt":0.3199344438102941,"score_spread":0.3123317581777015,"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."}}