{"id":"W2968829192","doi":"10.1212/wnl.0000000000008125","title":"Empirical targets for acute hemodynamic management of individuals with spinal cord injury","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; Spinal Cord Injury BC; London Health Sciences Centre; Vancouver General Hospital; Western University","funders":"","keywords":"Medicine; Hemodynamics; Spinal cord injury; Anesthesia; Observational study; Spinal cord; Cardiology; Internal medicine","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":[0.0001735163,0.0001377181,0.000384649,0.0001808454,0.00002414539,0.000004385402,0.0001835799,0.0001039261,0.0001609678],"category_scores_gemma":[0.0000117449,0.0001081565,0.0000716141,0.0002048335,0.0001152289,0.00003678818,0.0001257687,0.0002774485,0.00008228968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002000671,"about_ca_system_score_gemma":0.00006652666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005664052,"about_ca_topic_score_gemma":0.000001483923,"domain_scores_codex":[0.9986507,0.00004714888,0.0002250942,0.0003714317,0.0003226741,0.0003829585],"domain_scores_gemma":[0.9992727,0.00004555784,0.00008203675,0.0003940184,0.0001089736,0.00009669091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3581217,0.0006694332,0.5853952,0.0009633327,0.001333477,0.0005092577,0.0000217136,0.000005099301,0.01756288,0.001563165,0.0050947,0.02876005],"study_design_scores_gemma":[0.004411082,0.2668778,0.6990451,0.00005233163,0.0003898929,0.0003233984,0.00001459727,0.0004156771,0.002303829,0.000410626,0.02557003,0.0001856383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924981,0.00004074886,0.0004887026,0.003832555,0.0001463491,0.001260303,0.00002590788,0.00003207614,0.001675231],"genre_scores_gemma":[0.9933173,0.00002503789,0.003714647,0.002097304,0.00004329146,0.00008513613,0.00002518257,0.00003221395,0.0006598902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3537106,"threshold_uncertainty_score":0.4410495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767514459008502,"score_gpt":0.4117708829216729,"score_spread":0.3740957383315878,"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."}}