{"id":"W4312065350","doi":"10.1177/02692155221145433","title":"A cohesive, person-centric evidence-based model for successful rehabilitation after stroke and other disabling conditions","year":2022,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Rehabilitation; Stroke (engine); Physical medicine and rehabilitation; Psychology; Neurological rehabilitation; Physical therapy; Medicine; Engineering; Mechanical engineering","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":[0.08729608,0.002593676,0.003253513,0.01450658,0.006413276,0.02107695,0.01015772,0.01130276,0.0045923],"category_scores_gemma":[0.09522327,0.001790707,0.004901852,0.005527134,0.01514519,0.01526331,0.01627932,0.01352861,0.002116505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01847065,"about_ca_system_score_gemma":0.0530981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008808389,"about_ca_topic_score_gemma":0.01676062,"domain_scores_codex":[0.8917924,0.07489672,0.01040828,0.005222362,0.01544411,0.002236182],"domain_scores_gemma":[0.8970175,0.0622532,0.006953926,0.007010357,0.01957866,0.007186405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003308152,0.001650716,0.01748415,0.01171906,0.002972133,0.001243329,0.02421311,0.01850408,0.0006996592,0.7164668,0.023421,0.1812951],"study_design_scores_gemma":[0.0004537237,0.00153959,0.009969075,0.02204399,0.00213759,0.00164884,0.01287447,0.01760362,0.000805023,0.8044296,0.1261829,0.000311588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02370048,0.02425468,0.4276728,0.3673041,0.002280968,0.005162721,0.0007439077,0.0005845395,0.1482958],"genre_scores_gemma":[0.4556769,0.01338991,0.493608,0.02700269,0.0008690889,0.004379635,0.00103909,0.0001731374,0.003861519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08729608,"threshold_uncertainty_score":0.4616714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08002849183683662,"score_gpt":0.3907086361176759,"score_spread":0.3106801442808392,"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."}}