{"id":"W3165601301","doi":"10.1002/pmrj.12650","title":"The incidence and nature of adverse events in rehabilitation inpatients with acquired brain injuries","year":2021,"lang":"en","type":"article","venue":"PM&R","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Adverse effect; Rehabilitation; Incidence (geometry); Patient safety; Emergency medicine; Rehabilitation hospital; Retrospective cohort study; Physical therapy; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001225826,0.0002162325,0.0004249227,0.001337733,0.0004838269,0.0006624988,0.0003167288,0.000385491,0.001213178],"category_scores_gemma":[0.007490419,0.0002023855,0.0004464039,0.0009970869,0.0004052961,0.0005734207,0.0005579699,0.0005287434,0.0001436097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007247125,"about_ca_system_score_gemma":0.0006794711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002417252,"about_ca_topic_score_gemma":0.002946065,"domain_scores_codex":[0.9983712,0.0004041001,0.000449298,0.0001533478,0.0003997883,0.0002223786],"domain_scores_gemma":[0.9900652,0.0015001,0.006663732,0.0001741689,0.0009554731,0.0006413327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008853493,0.00004429426,0.99769,0.00002838674,0.00001418413,0.0002177464,0.0001089334,0.00002886326,0.00006457685,0.0000054428,0.00005062419,0.001658426],"study_design_scores_gemma":[0.00000275438,0.0002570849,0.9981121,0.00002202547,0.00001029783,0.0009072222,0.0004568084,0.00008638811,0.00007317023,0.000009918146,0.00005768695,0.000004486655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989929,0.0003065635,0.00005914733,0.00004095074,0.000004666677,0.00002715842,0.0001726985,0.000003650126,0.0003923184],"genre_scores_gemma":[0.9994472,0.0002062952,0.00008580021,0.00002204427,0.000009354771,0.00001455664,0.000171248,9.369971e-7,0.00004256558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002417252,"threshold_uncertainty_score":0.006482899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482169127558764,"score_gpt":0.3254830553377671,"score_spread":0.3106613640621794,"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."}}