{"id":"W2908416134","doi":"10.1177/1179572718820543","title":"In-Home Rehabilitation Resources and Avoidable Admissions to Inpatient Rehabilitation after Stroke: An Ecological Study","year":2018,"lang":"en","type":"article","venue":"Rehabilitation Process and Outcome","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Rehabilitation; Medicine; Stroke (engine); Logistic regression; Community-based rehabilitation; Test (biology); Emergency medicine; Physical therapy; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00157645,0.0003428053,0.0006751216,0.0009066764,0.0002461105,0.0000899904,0.000101062,0.0002195694,0.0003032811],"category_scores_gemma":[0.008042097,0.0002767939,0.0001147792,0.0007853509,0.0003886199,0.000745141,0.00008554399,0.0002916034,0.00003117391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229985,"about_ca_system_score_gemma":0.000137504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006019967,"about_ca_topic_score_gemma":0.0003613153,"domain_scores_codex":[0.9964122,0.000457412,0.001120851,0.001009858,0.000577391,0.000422322],"domain_scores_gemma":[0.9954473,0.002592412,0.000165046,0.0004619886,0.000664826,0.0006683937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00132714,0.002162075,0.9515415,0.0004954493,0.00001954964,0.000003974407,0.0416028,0.00002203973,0.0002584771,0.0002313952,0.0001049672,0.002230665],"study_design_scores_gemma":[0.002632746,0.02543273,0.9334479,0.0001579262,0.00005525883,0.000008028697,0.03362446,0.0002306732,0.00001367193,0.001753456,0.002334533,0.0003086134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867805,0.000101186,0.00004081554,0.009104978,0.0002819323,0.003329708,0.00002074942,0.0001059643,0.0002341527],"genre_scores_gemma":[0.9868485,0.000005889739,0.01055641,0.0009994677,0.0001382112,0.0009639402,0.00000925671,0.00003868841,0.0004395959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02327066,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170137890475149,"score_gpt":0.3288958303082145,"score_spread":0.317194451403463,"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."}}