{"id":"W2090689821","doi":"10.3109/09638288.2011.631681","title":"Length of stay benchmarks for inpatient rehabilitation after stroke","year":2011,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Parkwood Institute; Lawson Health Research Institute","funders":"","keywords":"Rehabilitation; Medicine; Benchmarking; Stroke (engine); Physical therapy; Emergency 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":[0.007807677,0.0007101957,0.0004737182,0.003202389,0.0009596185,0.001522393,0.001650727,0.0003049943,0.0007620117],"category_scores_gemma":[0.02629448,0.0001488169,0.0005609679,0.004635212,0.0003624995,0.001013605,0.001545088,0.0008150183,0.0002037465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02050763,"about_ca_system_score_gemma":0.03353909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5791901,"about_ca_topic_score_gemma":0.6698266,"domain_scores_codex":[0.9930102,0.001287479,0.001050007,0.0003248938,0.003718832,0.0006085773],"domain_scores_gemma":[0.9822472,0.001211196,0.004392499,0.0004260096,0.01025388,0.001469324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003184232,0.0002356903,0.8198656,0.0006395652,0.0001272457,0.00004754312,0.0008970279,0.00650867,0.0005414041,0.001311743,0.0201914,0.1493157],"study_design_scores_gemma":[0.00002852786,0.0005627201,0.9819665,0.0003962736,0.00003937776,0.00005897912,0.000931486,0.004337374,0.0006107809,0.0004068795,0.01062216,0.00003886692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847818,0.008368317,0.03525832,0.00631381,0.0005017325,0.003314819,0.02836309,0.00114624,0.03195185],"genre_scores_gemma":[0.9475823,0.001139003,0.03121166,0.0004425496,0.00008747336,0.001302309,0.01713577,0.00005530783,0.001043745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5791901,"threshold_uncertainty_score":0.8465762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364962652102458,"score_gpt":0.2628456796192167,"score_spread":0.2491960530981921,"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."}}