{"id":"W2754467864","doi":"10.1080/10790268.2017.1368962","title":"Predicting rehabilitation length of stay in Canada: It’s not just about impairment","year":2017,"lang":"en","type":"article","venue":"Journal of Spinal Cord Medicine","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval; University of Manitoba; Saskatchewan Health Authority; University of Calgary; Université de Montréal; University of Saskatchewan; Centre for Interdisciplinary Research in Rehabilitation; Praxis Spinal Cord Institute; Toronto Rehabilitation Institute; Dalhousie University; University Health Network; University of Toronto; Alberta Health Services","funders":"Western Economic Diversification Canada; Health Canada","keywords":"Medicine; Rehabilitation; Physical therapy; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002746628,0.0002008419,0.0009247227,0.0004782292,0.0001236318,0.00001220258,0.0004319366,0.00007290293,0.0001850779],"category_scores_gemma":[0.005801826,0.0001465733,0.0001193633,0.0002052893,0.0003241952,0.0002586845,0.00009188441,0.0008892549,0.00000176994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500068,"about_ca_system_score_gemma":0.0031932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3250034,"about_ca_topic_score_gemma":0.1902049,"domain_scores_codex":[0.9958998,0.00009145196,0.001514289,0.0002109201,0.001876819,0.0004067528],"domain_scores_gemma":[0.9962276,0.0002311175,0.001431957,0.0005476035,0.001166933,0.0003947698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05928979,0.0003402592,0.8594481,0.00114838,0.0001935401,0.001214241,0.0004067812,0.00001007661,0.01718466,0.00009005389,0.008536031,0.05213803],"study_design_scores_gemma":[0.00493653,0.05784965,0.9238114,0.004880723,0.0001587739,0.0003988882,0.004437794,0.0001880869,0.001411956,0.0000353123,0.001787506,0.0001033626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623637,0.000460099,0.00003996,0.0349614,0.0007064598,0.0004021641,0.000005292016,0.000004111739,0.001056766],"genre_scores_gemma":[0.9971547,0.000354662,0.0009786746,0.0005354733,0.0007626431,0.000005358793,0.000001802639,0.00002277391,0.0001838832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347985,"threshold_uncertainty_score":0.8245718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08053271945778294,"score_gpt":0.4174476947386345,"score_spread":0.3369149752808515,"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."}}