{"id":"W3136333238","doi":"10.7861/clinmed.2020-0834","title":"Pre-stroke disability and stroke severity as predictors of discharge destination from an acute stroke ward","year":2021,"lang":"en","type":"article","venue":"Clinical Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Medicine; Stroke (engine); Predictive value; Modified Rankin Scale; Acute stroke; Hospital discharge; Physical therapy; Emergency medicine; Internal medicine; Ischemic stroke","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":[],"consensus_categories":[],"category_scores_codex":[0.001186596,0.0003785991,0.0002940127,0.001022817,0.0001752185,0.0005384139,0.0003063091,0.0003446841,0.002291805],"category_scores_gemma":[0.009274758,0.00008558717,0.0003821593,0.0003889177,0.0001916823,0.0003366526,0.0003947843,0.000587923,0.000265901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501243,"about_ca_system_score_gemma":0.0005294295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393092,"about_ca_topic_score_gemma":0.002037272,"domain_scores_codex":[0.9995286,0.0002378175,0.00005976066,0.00003382553,0.00008147169,0.00005843959],"domain_scores_gemma":[0.995455,0.002665883,0.0008946296,0.000107831,0.0003718885,0.0005046743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002451383,0.00009646807,0.9930211,0.00002097792,0.00004937535,0.00002824757,0.00002621293,0.0008199582,0.00005240843,0.00002640333,0.0002079873,0.005405746],"study_design_scores_gemma":[0.00006034245,0.0005825181,0.9805605,0.00007324529,0.0000908552,0.0002965009,0.0001346984,0.01724474,0.0002294689,0.0004282916,0.0002869888,0.00001181117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998053,0.000335088,0.0005514181,0.0001902042,0.00001097717,0.00002680255,0.0002080265,0.0000104887,0.0006141267],"genre_scores_gemma":[0.9993448,0.00005201871,0.0003230375,0.0000133165,0.00001022556,0.0000128276,0.000173204,9.830998e-7,0.0000695827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002291805,"threshold_uncertainty_score":0.007666826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186548488587792,"score_gpt":0.3733529718462795,"score_spread":0.3414874869604016,"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."}}