{"id":"W2113800366","doi":"10.1186/1471-2318-1-1","title":"Identifying research priorities on infections in older adults: proceedings of an interdisciplinary workshop","year":2001,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital; St. Joseph’s Healthcare Hamilton; Baycrest Hospital; University of Manitoba; Centre hospitalier universitaire de Québec; St. Joseph's Hospital; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Stakeholder; Health care; Epidemiology; Public health; Relevance (law); Gerontology; Family medicine; Nursing; Public relations; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008822809,0.0001362932,0.0002651497,0.001328252,0.0001912776,0.00005598258,0.0001319568,0.0001798183,0.00008702829],"category_scores_gemma":[0.0006753302,0.000135351,0.0000867064,0.002260701,0.0001229262,0.0003018629,0.0002314796,0.0006565999,0.00002871865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136316,"about_ca_system_score_gemma":0.0001282857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019136,"about_ca_topic_score_gemma":0.000299453,"domain_scores_codex":[0.9984214,0.00004913666,0.000437414,0.0003300896,0.000417428,0.0003445746],"domain_scores_gemma":[0.9987582,0.0003191926,0.00009418072,0.0002399563,0.0004819436,0.0001065131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002327624,0.005602048,0.9400708,0.001801929,0.00005596181,0.00007903859,0.01605082,0.0000831013,0.007540404,0.003852523,0.009872044,0.01266369],"study_design_scores_gemma":[0.008265527,0.003039822,0.9225624,0.003879449,0.0001206934,0.0006440259,0.04521634,0.0004405838,0.007303786,0.005745454,0.002096666,0.0006852702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901969,0.0001183363,0.0001007407,0.0001415171,0.0004364197,0.0007851566,0.000002501203,0.00009074123,0.008127656],"genre_scores_gemma":[0.9963782,0.0002103581,0.002026567,0.00001832818,0.0005572062,0.000120532,0.000006381353,0.00003417991,0.0006482116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02916552,"threshold_uncertainty_score":0.5519454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07659276692860743,"score_gpt":0.4249005525408199,"score_spread":0.3483077856122124,"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."}}