{"id":"W4403719581","doi":"10.14309/01.ajg.0001030672.31131.58","title":"S326 Does Clostridioides Difficile Infection Play a Role in Premalignant Colonic Lesion? A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridioides; Medicine; Retrospective cohort study; Cohort; Internal medicine; Lesion; Gastroenterology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412448,0.000351554,0.0005252135,0.001054605,0.0006799413,0.0006559954,0.000447026,0.0005405616,0.002978263],"category_scores_gemma":[0.002998065,0.0005297059,0.0009801446,0.001755645,0.0002871088,0.0006316795,0.0004764266,0.0004965882,0.0005151427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552344,"about_ca_system_score_gemma":0.0006025737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00527495,"about_ca_topic_score_gemma":0.005770042,"domain_scores_codex":[0.9988679,0.000184879,0.0002267478,0.0003352606,0.0002231664,0.0001621585],"domain_scores_gemma":[0.9976578,0.0003303179,0.000968234,0.0004263406,0.0003268409,0.0002905159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198462,0.00001748357,0.9990176,0.00001692395,0.00006598953,0.0001549699,0.00004884747,0.0000119113,0.00009871393,0.00001442425,0.00007734088,0.0003560096],"study_design_scores_gemma":[0.00002024514,0.0004423366,0.9961904,0.00003279827,0.0001516892,0.001716269,0.0003804052,0.000161793,0.0001044219,0.00003800018,0.0007524004,0.000009212669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973807,0.0006130913,0.0001715206,0.00004412936,0.0000164538,0.00004995086,0.001192868,0.000003950404,0.0005273815],"genre_scores_gemma":[0.9987178,0.0001732492,0.0001058742,0.00005051056,0.00001481982,0.00003663566,0.0007357168,0.000003085954,0.0001623343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00527495,"threshold_uncertainty_score":0.01048851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007320820807792333,"score_gpt":0.274158467201174,"score_spread":0.2668376463933816,"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."}}