{"id":"W2080056929","doi":"10.1001/jamainternmed.2014.8030","title":"Antibiotics “Just-In-Case” in a Patient With Aspiration Pneumonitis","year":2015,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[0.0003695172,0.0007646704,0.0006061999,0.001088672,0.001515219,0.001347515,0.0005970437,0.004091298,0.007389054],"category_scores_gemma":[0.004139775,0.000409052,0.0009365536,0.0006697314,0.0008095788,0.002804153,0.00101087,0.003498383,0.002824831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009107392,"about_ca_system_score_gemma":0.001168113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140356,"about_ca_topic_score_gemma":0.004156678,"domain_scores_codex":[0.9993981,0.0001272842,0.00009283717,0.00006666962,0.0001193098,0.0001958769],"domain_scores_gemma":[0.9990249,0.0002405374,0.0001882191,0.00004114753,0.00006276193,0.0004425519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002696096,0.0003492992,0.02811192,0.0001885654,0.00003833781,0.9192836,0.0004288548,0.0002224557,0.0009558493,0.0007080003,0.02685809,0.02258543],"study_design_scores_gemma":[0.00007167061,0.0005431218,0.01472437,0.000559059,0.00005366519,0.963632,0.001012075,0.0008276908,0.0008003208,0.001897658,0.01583323,0.00004528286],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5172458,0.03217668,0.01022245,0.1705832,0.008109152,0.0007211218,0.0007077996,0.001541729,0.2586922],"genre_scores_gemma":[0.9484842,0.007835617,0.004028123,0.02627299,0.003517612,0.00007821863,0.0002386657,0.0001136072,0.009430858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007389054,"threshold_uncertainty_score":0.02471882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07694883124812027,"score_gpt":0.4119514292269947,"score_spread":0.3350025979788744,"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."}}