{"id":"W6920779950","doi":"10.6084/m9.figshare.19445911","title":"Additional file 1 of Effect of clinical versus administrative data definitions on the epidemiology of C. difficile among hospitalized individuals with IBD: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Epidemiology; Cohort study; Odds ratio; Odds; Cohort; Retrospective cohort study; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002007073,0.001167462,0.001410008,0.001855444,0.001057661,0.001180539,0.001792692,0.001262224,0.6175704],"category_scores_gemma":[0.03658846,0.0006668846,0.001694147,0.004101358,0.0002311005,0.001546021,0.0009342738,0.001227561,0.02957534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046659,"about_ca_system_score_gemma":0.00207005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01920808,"about_ca_topic_score_gemma":0.01743414,"domain_scores_codex":[0.9985254,0.0003188481,0.0003052796,0.0003831129,0.000238867,0.0002284396],"domain_scores_gemma":[0.9726787,0.01873598,0.003613962,0.001513646,0.002773038,0.0006846589],"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":[0.001447611,0.0002996452,0.04463073,0.00357559,0.0005665604,0.0001595144,0.0001581358,0.0009254946,0.0001269782,0.0009805553,0.9402929,0.006836246],"study_design_scores_gemma":[0.03573072,0.002723074,0.606091,0.01224805,0.003165677,0.00265569,0.001858765,0.01273393,0.001243414,0.01100397,0.3100402,0.0005054663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002089456,0.0000350634,0.0002293226,0.000116201,0.00002722534,0.0001413074,0.9966979,0.00006181806,0.0006016497],"genre_scores_gemma":[0.08802738,0.0002807525,0.005119385,0.001098045,0.0003083516,0.007459727,0.8839152,0.0004314117,0.01335987],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6175704,"threshold_uncertainty_score":0.5454894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2533151715658317,"score_gpt":0.450083319175665,"score_spread":0.1967681476098334,"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."}}