{"id":"W3004415820","doi":"10.1016/j.vaccine.2020.01.073","title":"Effectiveness and cost-effectiveness of a Clostridium difficile vaccine candidate in a hospital setting","year":2020,"lang":"en","type":"article","venue":"Vaccine","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Pfizer","keywords":"Medicine; Vaccination; Clostridium difficile; Cost effectiveness; Vaccine efficacy; Toxoid; Isolation (microbiology); Incidence (geometry); Emergency medicine; Pediatrics; Tetanus; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001597656,0.0004072731,0.0007193523,0.0006203401,0.0003114233,0.0008880761,0.0002954567,0.000973527,0.003149666],"category_scores_gemma":[0.007702831,0.0001401368,0.001541871,0.0004648717,0.0002863551,0.0007457394,0.0004064026,0.0008491336,0.0001329663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702104,"about_ca_system_score_gemma":0.001732554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004563728,"about_ca_topic_score_gemma":0.004888179,"domain_scores_codex":[0.9982998,0.001078109,0.0001058717,0.0001050153,0.000133917,0.0002772845],"domain_scores_gemma":[0.9975044,0.001243446,0.0004109082,0.00006987331,0.0002078981,0.0005634367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2152055,0.03021046,0.3654567,0.003548795,0.009738578,0.001500491,0.0004851592,0.04249247,0.007298748,0.002690217,0.003825105,0.3175479],"study_design_scores_gemma":[0.01721114,0.298192,0.6263143,0.0009102507,0.01132405,0.001548528,0.002848712,0.03131798,0.005095867,0.001224726,0.003826011,0.0001864524],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992534,0.004752088,0.000147546,0.0006267551,0.00006980071,0.00007847381,0.0002408882,0.000007227633,0.001543098],"genre_scores_gemma":[0.9990435,0.0004480827,0.0001201718,0.00009378397,0.00002308265,0.00001526886,0.0001158862,0.000001083008,0.0001390491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004563728,"threshold_uncertainty_score":0.01234967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514708421091133,"score_gpt":0.293076765297,"score_spread":0.2779296810860887,"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."}}