{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004332626,0.00006167188,0.0001383449,0.00005973766,0.00004182973,0.000002189505,0.00005952859,0.00006521098,0.00001748744],"category_scores_gemma":[0.002842788,0.00003985829,0.00001760342,0.0003254283,0.0001808356,0.00008891572,0.00005842263,0.0001607056,0.000002457121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004105104,"about_ca_system_score_gemma":0.0001476163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003057582,"about_ca_topic_score_gemma":0.0002381894,"domain_scores_codex":[0.999043,0.0001284908,0.0001899604,0.0001472475,0.0003616399,0.0001296922],"domain_scores_gemma":[0.9985628,0.000909204,0.00005105876,0.0002470565,0.0001855386,0.0000444064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007227167,0.0001094718,0.9867171,0.0002034621,0.00003199932,0.00001075744,0.003564611,0.000001241188,0.002023492,0.0007189334,0.0002820709,0.005614158],"study_design_scores_gemma":[0.00108498,0.000390984,0.9930515,0.0003192519,0.000008206589,0.000009422268,0.001796867,0.00004494264,0.002021706,0.00103592,0.0001960657,0.00004011912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935129,0.0001891575,0.000007416778,0.005633951,0.00003423028,0.0003057695,0.000004061337,0.000007410718,0.000305104],"genre_scores_gemma":[0.9981131,0.00001338223,0.00137613,0.0001820911,0.00001081802,0.00002626579,0.000007655049,0.000007687232,0.0002628622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00633445,"threshold_uncertainty_score":0.3403288,"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."}}