{"id":"W2216174606","doi":"","title":"BURDEN OF COMMUNITY-ACQUIRED CLOSTRIDIUM DIFFICILE INFECTION IN ONTARIO, CANADA: A POPULATION-BASED STUDY","year":2015,"lang":"en","type":"article","venue":"37th Annual Meeting of the Society for Medical Decision Making","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Population; Medicine; Clostridium Infections; Environmental health; Geography; Microbiology; Biology; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0007095751,0.000692805,0.0008727534,0.00160866,0.004192436,0.00196578,0.002169383,0.001210952,0.002160481],"category_scores_gemma":[0.002347577,0.0009726171,0.001444107,0.006539717,0.001239906,0.0009201623,0.001427527,0.001110743,0.0003038282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04161816,"about_ca_system_score_gemma":0.04418669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995978,"about_ca_topic_score_gemma":0.9970111,"domain_scores_codex":[0.9984688,0.000102703,0.0001317026,0.0002566901,0.0005679137,0.0004722058],"domain_scores_gemma":[0.9971375,0.0001008804,0.000632058,0.0001108279,0.001303487,0.0007152749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008208324,0.00004634467,0.9968771,0.00003765841,0.00009924545,0.00009637656,0.0007228304,0.00006738224,0.0001122973,0.00005097894,0.0007477301,0.001059981],"study_design_scores_gemma":[0.00001074385,0.00002529742,0.9983565,0.00002102336,0.00003881222,0.00004477957,0.001018099,0.0001080212,0.00001063684,0.00001334817,0.000342256,0.00001044924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908153,0.001021053,0.0001038342,0.0004366219,0.00002257152,0.00008064378,0.005582115,0.00001185483,0.00192606],"genre_scores_gemma":[0.9965269,0.0007376704,0.0001439917,0.0001458586,0.00001237857,0.00003201572,0.001519826,0.000005824705,0.0008755329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04161816,"threshold_uncertainty_score":0.3019623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108390695821062,"score_gpt":0.3352936769568967,"score_spread":0.2942097699986861,"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."}}