{"id":"W6958703949","doi":"10.6084/m9.figshare.25853092","title":"Additional file 1 of Clinical and health care utilization variables can predict 90-day hospital re-admission in adults with Crohn’s disease for point of care risk evaluation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; McMaster University; SickKids Foundation; University of Toronto; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Health care; Disease; Risk assessment; Point of care; Point (geometry); 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":[0.0015157,0.001144619,0.001456071,0.002770581,0.0008498018,0.001583347,0.001534334,0.001866666,0.7737209],"category_scores_gemma":[0.03829237,0.0006610382,0.002028758,0.004144098,0.000319074,0.001835753,0.001286684,0.001034778,0.09210157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044407,"about_ca_system_score_gemma":0.002162514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148218,"about_ca_topic_score_gemma":0.01970449,"domain_scores_codex":[0.9990394,0.000184582,0.000220544,0.0002472985,0.000129416,0.0001787628],"domain_scores_gemma":[0.9646945,0.0259995,0.003921656,0.001764095,0.002577697,0.001042501],"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":[0.001484449,0.0004363717,0.04916298,0.00423175,0.0004290394,0.0002145486,0.0001116603,0.001265217,0.0001107166,0.001167956,0.9258361,0.0155493],"study_design_scores_gemma":[0.02621743,0.001464262,0.521679,0.01143922,0.001777706,0.002275622,0.001545313,0.01150092,0.0008691367,0.02044543,0.4002704,0.0005155489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001152205,0.00003046682,0.0001479036,0.000125643,0.00002607835,0.00007104783,0.9972907,0.00008610966,0.001069867],"genre_scores_gemma":[0.04349665,0.0002259101,0.004256375,0.001516478,0.0002755577,0.003292687,0.9344905,0.0004227196,0.01202308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7737209,"threshold_uncertainty_score":0.3227596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146882663854141,"score_gpt":0.309450064122579,"score_spread":0.2579812374840376,"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."}}