{"id":"W4392705516","doi":"10.3389/978-2-8325-4598-0","title":"Epidemiology, Evidence-Based Care, and Outcomes in Spinal Cord Injury","year":2024,"lang":"en","type":"book","venue":"Frontiers research topics","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Centers for Disease Control and Prevention; Sichuan Provincial Administration of Traditional Chinese Medicine; Department of Science and Technology of Jilin Province; Health Canada; Ministry of Health of the People's Republic of China; National Natural Science Foundation of China; National Research Foundation; Government of Canada; People's Government of Jilin Province; Michael Smith Health Research BC; International Collaboration on Repair Discoveries; Ontario Neurotrauma Foundation; Chengdu Science and Technology Bureau; National Research Foundation of Korea; Australian Government","keywords":"Epidemiology; Spinal cord injury; Medicine; Physical medicine and rehabilitation; Spinal cord; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004246216,0.0004893123,0.001597906,0.002479813,0.0001427232,0.00006218165,0.0005858302,0.0009825715,0.0001283313],"category_scores_gemma":[0.0075766,0.0004147389,0.0003052711,0.000560822,0.001361408,0.0001394056,0.0006341298,0.005528606,0.0002101882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597149,"about_ca_system_score_gemma":0.004472979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000258139,"about_ca_topic_score_gemma":0.00006014635,"domain_scores_codex":[0.9942046,0.0008519694,0.0008273333,0.001225759,0.001534174,0.001356183],"domain_scores_gemma":[0.9971148,0.0003890021,0.0000959094,0.00108948,0.0007220215,0.0005887931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01041169,0.0000568064,0.08422101,0.004482478,0.0001883924,0.0009368348,0.00004985941,2.073531e-7,0.00001021806,0.001624618,0.6980764,0.1999414],"study_design_scores_gemma":[0.000662803,0.02065231,0.02998376,0.006042529,0.0001027237,0.00001414593,0.0002072236,0.0001387223,0.00002608156,0.01119947,0.9305496,0.0004206161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01550596,0.628988,0.0005121949,0.1089346,0.004987967,0.01054708,0.0004134781,0.0004133655,0.2296973],"genre_scores_gemma":[0.0009550073,0.006913849,0.005441715,0.0006733947,0.001089249,0.000273588,0.000119063,0.0001341174,0.9844],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7547027,"threshold_uncertainty_score":0.9998304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2622584259920901,"score_gpt":0.5186275759259776,"score_spread":0.2563691499338875,"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."}}