{"id":"W2064086929","doi":"10.4161/gmic.20870","title":"Tip of the iceberg?","year":2012,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Inflammatory bowel disease; Biology; Disease; Antibiotics; Population; Iceberg; Inflammatory Bowel Diseases; Crohn's disease; Intensive care medicine; Immunology; Internal medicine; Medicine; Microbiology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01234524,0.00067172,0.001637266,0.00135271,0.003704239,0.009003237,0.002255476,0.008346723,0.04499612],"category_scores_gemma":[0.04461765,0.0003702985,0.0007714789,0.001443888,0.008750023,0.0202963,0.005406785,0.0176366,0.01154771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003088828,"about_ca_system_score_gemma":0.009529841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316528,"about_ca_topic_score_gemma":0.009856452,"domain_scores_codex":[0.9949601,0.002287033,0.0002837728,0.0005540039,0.001056292,0.0008587726],"domain_scores_gemma":[0.9779665,0.009048852,0.001114826,0.0009670969,0.004431898,0.006470708],"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":[0.0001846178,0.0000916299,0.001639128,0.0004785964,0.00005656892,0.0003256065,0.0007077383,0.0001059624,0.0001024511,0.03206205,0.8361973,0.1280484],"study_design_scores_gemma":[0.00007619678,0.0001065693,0.002163086,0.00335384,0.00005110431,0.000801117,0.006682301,0.0001625175,0.0001247135,0.1169616,0.8694598,0.00005725246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009961321,0.03444742,0.0004442802,0.9438475,0.01247186,0.00000705388,0.0001173881,0.00004638189,0.007621965],"genre_scores_gemma":[0.05752654,0.1189232,0.002413986,0.7593036,0.04487379,0.0001058885,0.0005006545,0.0002769756,0.01607531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04499612,"threshold_uncertainty_score":0.150527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543521030412214,"score_gpt":0.2918231528228656,"score_spread":0.2663879425187434,"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."}}