{"id":"W2765644437","doi":"10.12688/f1000research.11633.1","title":"Promising neuroprotective strategies for traumatic spinal cord injury with a focus on the differential effects among anatomical levels of injury","year":2017,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Krembil Foundation; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Neuroprotection; Riluzole; Spinal cord injury; Clinical trial; Intensive care medicine; Spinal cord; Neuroscience; Physical medicine and rehabilitation; Bioinformatics; Amyotrophic lateral sclerosis; Pathology; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001553978,0.0006742722,0.001344784,0.0007800325,0.0005423583,0.0005125033,0.001592677,0.0005053598,0.000144252],"category_scores_gemma":[0.002418253,0.0004197908,0.00042766,0.0003188458,0.001859396,0.000170383,0.001248834,0.004279228,0.00001979221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003791527,"about_ca_system_score_gemma":0.002471859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005877829,"about_ca_topic_score_gemma":0.00005298321,"domain_scores_codex":[0.993616,0.0008489861,0.0006661444,0.00116899,0.002559068,0.001140807],"domain_scores_gemma":[0.9946995,0.001020764,0.0004850625,0.002219916,0.001190661,0.000384084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5409498,0.002302364,0.003597762,0.0241137,0.002628304,0.0005551227,0.0006854048,0.00001552204,0.1458049,0.008887965,0.001956068,0.2685032],"study_design_scores_gemma":[0.005662488,0.1771871,0.4173499,0.01717707,0.0006877097,0.00006334576,0.0009420728,0.005941836,0.3385367,0.03511087,0.00007126344,0.001269616],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800052,0.00007952674,0.002939358,0.001353697,0.0002100047,0.01388163,0.0002820089,0.00009121846,0.001157344],"genre_scores_gemma":[0.9958717,0.00002106273,0.0004459659,0.00002717678,0.0004729905,0.00262163,0.00001748421,0.00018895,0.0003330986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5352873,"threshold_uncertainty_score":0.9998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188102370250105,"score_gpt":0.4414911970117676,"score_spread":0.3226809599867571,"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."}}