{"id":"W2039483225","doi":"10.1503/cmaj.051226","title":"C. difficile may have killed 2000 in Quebec: study","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Outbreak; Clostridium Infections; Medicine; Clostridium; Patient isolation; Microbiology; Virology; Biology; Bacteria; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001085004,0.0006290043,0.0004174394,0.00104358,0.003528917,0.001702935,0.001582187,0.001585513,0.006901439],"category_scores_gemma":[0.002782991,0.0004907446,0.0007074747,0.003309755,0.0007979315,0.0009532801,0.001025364,0.001971482,0.001141708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02673757,"about_ca_system_score_gemma":0.01391977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811471,"about_ca_topic_score_gemma":0.9894221,"domain_scores_codex":[0.9991024,0.0001565716,0.00003827458,0.00008963627,0.0002132272,0.0003999867],"domain_scores_gemma":[0.9971619,0.0001929203,0.0005747864,0.0001061145,0.001031215,0.0009331476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004029755,0.0004710427,0.9879717,0.0000686306,0.0001043452,0.0002139725,0.0008153028,0.00007480614,0.0001145601,0.0001214188,0.006414339,0.003226863],"study_design_scores_gemma":[0.00007795771,0.000248622,0.9956891,0.00005564127,0.00005050099,0.00008733205,0.001257289,0.0002105812,0.00002031725,0.00001857762,0.002271473,0.00001261136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753745,0.001896421,0.0001630058,0.001383222,0.00006608731,0.0004448351,0.01225274,0.00001749774,0.008401779],"genre_scores_gemma":[0.9833393,0.00151996,0.0001407513,0.001544328,0.00008432108,0.0001984779,0.005092664,0.00001250996,0.008067611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02673757,"threshold_uncertainty_score":0.1939955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323604246441061,"score_gpt":0.2892846786092192,"score_spread":0.2760486361448086,"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."}}