{"id":"W4366347123","doi":"10.1038/s41393-023-00897-z","title":"Strengths, gaps, and future directions on the landscape of ethics-related research for spinal cord injury","year":2023,"lang":"en","type":"review","venue":"Spinal Cord","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; NeuroDevNet; University of British Columbia","funders":"Government of Canada","keywords":"Context (archaeology); Spinal cord injury; Ethnic group; Medicine; Inclusion (mineral); Demographics; Situated; Value (mathematics); Research ethics; Race (biology); Identity (music); Gender studies; Sociology; Demography; Aesthetics; Psychiatry; Geography; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005103448,0.0006022893,0.001936454,0.001306892,0.000694993,0.00008642115,0.0006697996,0.00105553,0.0002537964],"category_scores_gemma":[0.004848287,0.0003878752,0.0006903231,0.002922739,0.0006663674,0.00005808887,0.0003784081,0.00646132,0.000228608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400459,"about_ca_system_score_gemma":0.001777414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320463,"about_ca_topic_score_gemma":0.00005321948,"domain_scores_codex":[0.9942603,0.001039788,0.001082428,0.0009745326,0.001707932,0.0009350053],"domain_scores_gemma":[0.9942774,0.002616685,0.0003932963,0.001186448,0.001185635,0.0003405035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01769146,0.0001243463,0.000006487022,0.02380468,0.0004348951,0.00004966484,0.00001364642,5.875255e-9,0.000007517921,0.005289275,0.01346619,0.9391118],"study_design_scores_gemma":[0.0004013526,0.07268707,0.0001507317,0.02477597,0.0006616829,0.0001403211,0.0003107836,0.000004559232,0.000009118812,0.0004766323,0.9000812,0.0003005518],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001257883,0.9864022,0.000002253401,0.004684707,0.0009848824,0.004251358,0.0003973999,0.0001377886,0.001881588],"genre_scores_gemma":[0.0003588743,0.9925088,0.0001138687,0.00007754543,0.00160954,0.0007966703,0.0001987813,0.0001833812,0.004152567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9388113,"threshold_uncertainty_score":0.9998573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3475124160021119,"score_gpt":0.5576995512493157,"score_spread":0.2101871352472038,"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."}}