{"id":"W4392103620","doi":"10.1080/09638288.2024.2320267","title":"Classifying clinical phenotypes of functional recovery for acute traumatic spinal cord injury. An observational cohort study","year":2024,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Praxis Spinal Cord Institute; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation; Hôpital du Sacré-Cœur de Montréal","funders":"Rick Hansen Institute","keywords":"Spinal cord injury; Observational study; Medicine; Cohort study; Cohort; Physical therapy; Physical medicine and rehabilitation; Rehabilitation; Internal medicine; Spinal cord; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006745875,0.0006825706,0.0005586807,0.001180329,0.0006554802,0.0009544251,0.0008757735,0.0006765489,0.0008615966],"category_scores_gemma":[0.008931684,0.0004054916,0.001410452,0.00138629,0.000471374,0.000705421,0.001052485,0.0009295178,0.0003858581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757221,"about_ca_system_score_gemma":0.001264386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221601,"about_ca_topic_score_gemma":0.01369012,"domain_scores_codex":[0.9977885,0.0009303347,0.0002342761,0.0004964615,0.0003444999,0.0002058594],"domain_scores_gemma":[0.993171,0.0009339791,0.002916015,0.001743286,0.0007079733,0.0005277208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062579,0.00003235803,0.9991435,0.000004100896,0.00009810888,0.00001455231,0.00002929419,0.00005475971,0.00006485665,0.000007839654,0.00005947319,0.0003850121],"study_design_scores_gemma":[0.00002700104,0.0001812188,0.9981975,0.000008059766,0.00008553095,0.0001409116,0.0001122373,0.0009681053,0.00006547655,0.00002645661,0.0001817139,0.000005892873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998373,0.00006580603,0.0004558573,0.0000221468,0.000009074692,0.00003643754,0.000926064,0.000006109071,0.0001055264],"genre_scores_gemma":[0.9964761,0.00005372274,0.00067708,0.00003226647,0.00001301006,0.0000506558,0.002564137,0.00000499281,0.0001280444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221601,"threshold_uncertainty_score":0.035676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2169256413722428,"score_gpt":0.5037200567937893,"score_spread":0.2867944154215465,"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."}}