{"id":"W4413450777","doi":"10.46292/sci25-00008","title":"Development and Validation of an Algorithm for Item Reduction of the International Standards for Neurological Classification of Spinal Cord Injury Examination to Determine Level and Severity of SCI","year":2025,"lang":"en","type":"article","venue":"Topics in Spinal Cord Injury Rehabilitation","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; Praxis Spinal Cord Institute","funders":"","keywords":"Medicine; Spinal cord injury; Spinal cord","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":[0.03413787,0.001950463,0.001815809,0.005926067,0.00138525,0.002894029,0.002600939,0.001583464,0.002102402],"category_scores_gemma":[0.09550778,0.0008546127,0.001914731,0.002649268,0.0007921582,0.001623613,0.002101742,0.002366851,0.002113865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196893,"about_ca_system_score_gemma":0.005488816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008672329,"about_ca_topic_score_gemma":0.009427478,"domain_scores_codex":[0.9811469,0.008287558,0.002751315,0.003440623,0.003942817,0.0004308285],"domain_scores_gemma":[0.9329323,0.03113503,0.004583191,0.004460295,0.02649429,0.0003949198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001092401,0.001126838,0.1717622,0.0004872122,0.0007710171,0.0001227861,0.001244818,0.0316232,0.01061285,0.003568564,0.01546371,0.7621244],"study_design_scores_gemma":[0.0006834202,0.001241726,0.1419336,0.0006022787,0.0004868389,0.0007320241,0.0007871468,0.7995225,0.02992031,0.006705462,0.0171235,0.0002611893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1160339,0.000505443,0.8666306,0.0005529476,0.0002258033,0.005339497,0.001994318,0.005593738,0.003123832],"genre_scores_gemma":[0.1008022,0.00009768092,0.8926913,0.0001396315,0.00002489516,0.003541174,0.001707838,0.0002602605,0.0007350024],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03413787,"threshold_uncertainty_score":0.1805405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016303637043413,"score_gpt":0.437216091549485,"score_spread":0.3355857278451438,"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."}}