{"id":"W7017904520","doi":"","title":"Clostridium difficile infection worsens the prognosis of ulcerative colitis","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ulcerative colitis; Colectomy; Clostridium difficile; Clostridium Difficile Colitis; Risk factor; Colitis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007017255,0.0002254284,0.000398394,0.000129674,0.0001718422,0.00004525777,0.0001434286,0.0001359351,0.000237184],"category_scores_gemma":[0.0008474686,0.0001576903,0.0002469102,0.0005668129,0.0002860825,0.00006808502,0.00008415093,0.0004434806,0.00003326935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250692,"about_ca_system_score_gemma":0.0002404429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003686557,"about_ca_topic_score_gemma":0.0002018398,"domain_scores_codex":[0.996961,0.0002064557,0.0004301345,0.0003459135,0.0006417747,0.001414705],"domain_scores_gemma":[0.9985059,0.0002447182,0.0001365034,0.0004214159,0.0002141236,0.0004772659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00606934,0.00546218,0.481051,0.001271679,0.001532299,0.00009135585,0.004011312,0.0003460697,0.03504404,0.0127133,0.0688928,0.3835146],"study_design_scores_gemma":[0.001520965,0.0003506459,0.6340566,0.00005645526,0.0001539624,0.0000477582,0.0001190674,0.0006402608,0.3316199,0.00004733568,0.03121293,0.0001740923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852977,0.00007149438,0.0001171462,0.003641512,0.0004949592,0.001387555,0.00003881074,0.00008197161,0.008868793],"genre_scores_gemma":[0.9972225,0.0001950673,0.00004137249,0.0001479926,0.001117778,0.0002944776,0.00004797457,0.00003199302,0.0009008567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3833405,"threshold_uncertainty_score":0.6430423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223327516556363,"score_gpt":0.2627175164326617,"score_spread":0.2403847647770254,"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."}}