{"id":"W4254950791","doi":"10.14740/jmc2683w","title":"Empyema and Cavitation After Dental Procedure","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumomediastinum; Mediastinitis; Empyema; Dental extraction; Surgery; Context (archaeology); Lesion; Aspiration pneumonia; Pneumonia; Pneumothorax; Internal medicine","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":[0.0003904447,0.0008756212,0.0009003785,0.001445074,0.001664968,0.001158131,0.0005942318,0.002001122,0.005384606],"category_scores_gemma":[0.003426073,0.0004644689,0.0008793054,0.001356842,0.001217603,0.001363011,0.001466546,0.002147837,0.001260919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006287936,"about_ca_system_score_gemma":0.0007729959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107744,"about_ca_topic_score_gemma":0.00141569,"domain_scores_codex":[0.9992487,0.0001099354,0.00007335311,0.0001244505,0.0001656822,0.0002778058],"domain_scores_gemma":[0.998446,0.0004030031,0.0005861206,0.0001855763,0.0000910619,0.0002882821],"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":[0.00009360447,0.00005761038,0.0353486,0.0001325091,0.00002147203,0.9552663,0.0002952585,0.00004710218,0.001569765,0.0002187462,0.0005555408,0.00639343],"study_design_scores_gemma":[0.00001293798,0.00006153377,0.0178542,0.00004595355,0.00001832998,0.9799294,0.0001833296,0.0000769269,0.0004692804,0.0001522354,0.00118457,0.0000113078],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352641,0.02948727,0.003310932,0.001499682,0.0004946837,0.0001788795,0.0003521052,0.000268748,0.02914361],"genre_scores_gemma":[0.9922943,0.004426809,0.0004497505,0.0004328103,0.0004883549,0.00002665965,0.0001216073,0.0000162393,0.001743522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005384606,"threshold_uncertainty_score":0.01801324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00953555560854507,"score_gpt":0.2966916583440513,"score_spread":0.2871561027355062,"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."}}