{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002227,0.000219786,0.000516246,0.0003870904,0.0003316284,0.00004188952,0.00009642037,0.0001492623,0.0004532444],"category_scores_gemma":[0.01990718,0.0002085794,0.0006367343,0.0003855636,0.0005194232,0.000305379,0.00004201209,0.0003748505,0.00001490829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779238,"about_ca_system_score_gemma":0.0004204023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001828519,"about_ca_topic_score_gemma":0.00001500166,"domain_scores_codex":[0.996919,0.0005719204,0.0009335755,0.0007358844,0.0005227803,0.0003168591],"domain_scores_gemma":[0.9724708,0.02616021,0.0002691684,0.0004126002,0.0004329517,0.0002543304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00485582,0.001500979,0.9671724,0.000958936,0.0001011346,0.000001924978,0.002816629,0.01020624,0.0004148846,0.001137893,0.005719529,0.005113625],"study_design_scores_gemma":[0.006682146,0.008247255,0.4858254,0.000471286,0.0003995796,0.000006193665,0.007573302,0.4818404,0.00001058819,0.002408096,0.006131985,0.0004038313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713511,0.0006106587,0.0111687,0.01297997,0.0004674526,0.002817561,0.000379094,0.0001043901,0.0001210754],"genre_scores_gemma":[0.9635358,0.00001555096,0.03046948,0.002307174,0.0001552919,0.002302603,0.0000763784,0.00004755296,0.001090209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4813471,"threshold_uncertainty_score":0.9883485,"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."}}