{"id":"W1966022325","doi":"10.1503/cmaj.1041435","title":"Quebec to report on Clostridium difficile in 2005","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Clostridium Infections; Outbreak; Clostridium; Medicine; Intensive care medicine; Cross infection; Microbiology; Emergency medicine; Virology; Biology; Antibiotics; Bacteria","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":[0.001016878,0.0005035079,0.0003891246,0.001123561,0.002999742,0.002000884,0.0007756741,0.002230678,0.01977724],"category_scores_gemma":[0.002658348,0.0002247211,0.0004858289,0.001412011,0.000281478,0.0004223436,0.0008723442,0.002345232,0.002535342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02074734,"about_ca_system_score_gemma":0.03440827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9750519,"about_ca_topic_score_gemma":0.9892218,"domain_scores_codex":[0.9985119,0.00006457841,0.00005700264,0.00008025968,0.000822411,0.000463837],"domain_scores_gemma":[0.9956319,0.0001138902,0.0002819285,0.00006206853,0.002961079,0.0009491795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001279061,0.00003730527,0.02124146,0.0001567254,0.00004421057,0.0004503225,0.0001949044,0.00009399227,0.000309544,0.0004509353,0.961519,0.0153737],"study_design_scores_gemma":[0.00004297278,0.00007247934,0.1506498,0.0002759086,0.00004206781,0.0001889712,0.0007936489,0.000149658,0.000325877,0.00007421562,0.8473412,0.00004308542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09749417,0.05122967,0.001623647,0.2655016,0.0500298,0.001498918,0.1661841,0.001248335,0.3651897],"genre_scores_gemma":[0.1797229,0.01456492,0.001629187,0.1284805,0.002994873,0.0002804551,0.05288463,0.0001217961,0.6193208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02494806,"threshold_uncertainty_score":0.1505332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247664250139294,"score_gpt":0.2838632936796381,"score_spread":0.2713866511782452,"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."}}