{"id":"W59703036","doi":"10.1155/2013/934945","title":"Combination of Culture, Antigen and Toxin Detection, and Cytotoxin Neutralization Assay for Optimal <i>Clostridium difficile</i> Diagnostic Testing","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health","funders":"Diagnostic Services Manitoba","keywords":"Neutralization; Clostridium difficile; Toxin; Microbiology; Clostridium difficile toxin A; Antigen; Virology; Biology; Antibiotics; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003988882,0.0009465877,0.0008197555,0.003828084,0.0003919719,0.00151038,0.001156531,0.0006774095,0.000816104],"category_scores_gemma":[0.007480882,0.0005320865,0.0007017001,0.002188966,0.0006768561,0.0006733814,0.000536785,0.0006591933,0.0009956663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603862,"about_ca_system_score_gemma":0.003024504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675588,"about_ca_topic_score_gemma":0.01609709,"domain_scores_codex":[0.9965807,0.001034286,0.0007192672,0.0003299823,0.001175088,0.0001607442],"domain_scores_gemma":[0.9929671,0.001552677,0.001319643,0.0002479984,0.003635524,0.0002771032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004318538,0.0001654655,0.8724313,0.001291577,0.000170688,0.002775934,0.0002913,0.001098278,0.02090202,0.0001570628,0.004007727,0.09627671],"study_design_scores_gemma":[0.0001246036,0.002244981,0.8407354,0.002380262,0.001344004,0.0412686,0.001184624,0.01233841,0.06604711,0.0004173342,0.03176296,0.0001517015],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.761552,0.08312265,0.1154263,0.005106504,0.001295713,0.001952336,0.001678061,0.001695438,0.02817109],"genre_scores_gemma":[0.8193948,0.02472429,0.1505479,0.001663148,0.0004155237,0.0002688124,0.001432033,0.0001009486,0.001452467],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007675588,"threshold_uncertainty_score":0.02109545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009445040006448318,"score_gpt":0.2444669606773626,"score_spread":0.2350219206709143,"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."}}