{"id":"W7116799302","doi":"10.1016/j.apro.2025.100254","title":"Implementing SCI-QOL into Canadian spinal cord injury rehabilitation: Results and insights","year":2025,"lang":"en","type":"article","venue":"Advances in Patient-Reported Outcomes","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Lawson Health Research Institute; Université de Montréal; Praxis Spinal Cord Institute; GF Strong Rehabilitation Centre; McGill University","funders":"","keywords":"Spinal cord injury; MEDLINE; Paraplegia; Spinal cord","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":[],"consensus_categories":[],"category_scores_codex":[0.0005315513,0.0002430293,0.0004743241,0.001138271,0.0002691668,0.00003931895,0.0001358915,0.00009702433,0.00003121875],"category_scores_gemma":[0.003495198,0.0002147114,0.00007611961,0.001128944,0.0002289152,0.0004619187,0.0001691672,0.0003705666,0.000007371613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050479,"about_ca_system_score_gemma":0.0006708932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01480155,"about_ca_topic_score_gemma":0.09626058,"domain_scores_codex":[0.9970167,0.00008729145,0.001129558,0.000630115,0.0004908761,0.0006454065],"domain_scores_gemma":[0.9982837,0.0002722655,0.0002416744,0.0005699617,0.0003561355,0.0002762912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003997011,0.00006932969,0.726146,0.0002082625,0.00005161063,0.0002439335,0.0003372337,0.000001534588,0.0001800933,0.0009766289,0.00027636,0.267512],"study_design_scores_gemma":[0.003489032,0.008236369,0.8223921,0.000669227,0.0000806543,0.00003959643,0.003574496,0.00006476713,0.000841269,0.008954951,0.1512789,0.0003786464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839956,0.00191766,0.00001789088,0.003119778,0.0005170598,0.001058821,0.00001176149,0.00005488685,0.009306612],"genre_scores_gemma":[0.994456,0.0001346067,0.004066668,0.0008300167,0.00002316141,0.0001121509,0.00004791265,0.00001842565,0.0003110816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2671334,"threshold_uncertainty_score":0.9917589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003215325248954,"score_gpt":0.4068490026611454,"score_spread":0.3868168494086559,"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."}}