{"id":"W3154050767","doi":"10.34172/aim.2021.36","title":"Bizhan Aarabi and Knowledge Development in Neurotrauma","year":2021,"lang":"en","type":"article","venue":"Archives of Iranian Medicine","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Scopus; Neurosurgery; Medicine; Web of science; MEDLINE; Spinal cord injury; Meta-analysis; Surgery; Psychiatry; Spinal cord; Internal medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002508316,0.0001404933,0.0004398497,0.0003969628,0.00003546449,0.000003256848,0.0001007144,0.00003539007,0.0001924928],"category_scores_gemma":[0.0005311755,0.000113548,0.0000335387,0.0004159375,0.0003770593,0.00003166941,0.0001211835,0.0002921491,0.00001291221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001772853,"about_ca_system_score_gemma":0.0003266319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003385679,"about_ca_topic_score_gemma":0.0001354662,"domain_scores_codex":[0.9986141,0.0001024641,0.0004114808,0.0003118224,0.0002786584,0.0002814502],"domain_scores_gemma":[0.9991595,0.0002592285,0.00004536611,0.000279061,0.00006758688,0.0001892869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00198265,0.0005156206,0.1401654,0.00136175,0.00008547632,0.001059524,0.008254203,3.720685e-7,0.3015572,0.001250715,0.0003992162,0.5433678],"study_design_scores_gemma":[0.004513559,0.001897005,0.9393333,0.001722908,0.0000310576,0.0003013884,0.000853154,0.0001547289,0.03289657,0.0003621168,0.01779846,0.0001357874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669537,0.002735435,0.000190535,0.003487159,0.00006779666,0.0002559751,0.000001272499,0.00001801312,0.02629013],"genre_scores_gemma":[0.99228,0.000481459,0.004497799,0.0003086379,0.000111824,0.00001177829,0.00001369808,0.00002161219,0.002273189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7991678,"threshold_uncertainty_score":0.4630352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371671482420134,"score_gpt":0.3746760841669295,"score_spread":0.3109593693427282,"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."}}