{"id":"W3204802858","doi":"10.3138/jammi-2020-0040","title":"Polymicrobial <i>Clostridioides difficile</i> lung empyema","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Clostridium difficile; Empyema; Surgery; Gynecology; Antibiotics; Internal medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001113887,0.0005458848,0.0005276192,0.0005587469,0.001210402,0.0005737812,0.0003115866,0.001091607,0.002759328],"category_scores_gemma":[0.0009218911,0.0002121662,0.0003440354,0.0003564763,0.0005525547,0.0006220271,0.0004073051,0.001134394,0.0006994868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006134585,"about_ca_system_score_gemma":0.0005661943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262817,"about_ca_topic_score_gemma":0.003123219,"domain_scores_codex":[0.9998327,0.00001153769,0.00001257522,0.0000230757,0.0000248043,0.00009515226],"domain_scores_gemma":[0.9994966,0.000129872,0.0001357072,0.00002115594,0.00003358843,0.0001830083],"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":[0.00005272114,0.00005869147,0.022213,0.00006040838,0.000006096138,0.9708628,0.0001127467,0.00006118601,0.002104497,0.0002047957,0.0006291103,0.003633926],"study_design_scores_gemma":[0.00001739461,0.0001375142,0.03176183,0.00006817276,0.00001322337,0.963868,0.0002419077,0.0002390652,0.001178106,0.0001538479,0.002310613,0.00001018255],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601691,0.007471178,0.001625079,0.003040706,0.0003151321,0.000115297,0.0002607378,0.0001798781,0.02682278],"genre_scores_gemma":[0.9948791,0.001379113,0.0003829217,0.0008509679,0.0003366226,0.00001288082,0.00005991119,0.000008894777,0.002089586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002759328,"threshold_uncertainty_score":0.009230912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004980561979289064,"score_gpt":0.2392836645686369,"score_spread":0.2343031025893478,"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."}}