{"id":"W2074975217","doi":"10.1001/jama.286.18.2235","title":"Daily Oral Care and Risk Factors for Pneumonia Among Elderly Nursing Home Patients","year":2001,"lang":"en","type":"letter","venue":"JAMA","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Pneumonia; Nursing homes; Intensive care medicine; Emergency medicine; Nursing; Family medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054818,0.0001690624,0.0005157258,0.0004110352,0.001194762,0.0007968165,0.0003247242,0.004741296,0.003862617],"category_scores_gemma":[0.004460407,0.0002646256,0.0004939549,0.0006305901,0.0003342254,0.0005971857,0.0003221474,0.002815934,0.0006361312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007233587,"about_ca_system_score_gemma":0.001124048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278431,"about_ca_topic_score_gemma":0.0482475,"domain_scores_codex":[0.9996148,0.00009882223,0.00006171394,0.00003619915,0.00009749158,0.00009087648],"domain_scores_gemma":[0.997483,0.0009516145,0.0003871126,0.00009164675,0.0003759517,0.0007107017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005121848,0.0003197099,0.8772007,0.0001246316,0.000098056,0.006224621,0.0006944891,0.00006954949,0.0005583065,0.0002900226,0.09067042,0.02323725],"study_design_scores_gemma":[0.0001801158,0.0004595369,0.9645339,0.0002371729,0.0001812728,0.006566017,0.00267168,0.0003407504,0.0001351192,0.0006728173,0.02398275,0.00003897321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6369817,0.007222712,0.0001909657,0.3102877,0.003911245,0.00006540901,0.001520891,0.00005500118,0.03976434],"genre_scores_gemma":[0.84303,0.003856464,0.000376139,0.1327836,0.008416008,0.00008063748,0.0004287576,0.0000161798,0.01101229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278431,"threshold_uncertainty_score":0.02541977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232095390105873,"score_gpt":0.3585181646488566,"score_spread":0.3261972107477978,"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."}}