{"id":"W2780110916","doi":"10.1038/s41394-017-0025-8","title":"Pulse article: Survey on the current usage of the International Standards for the Assessment of Autonomic Function after Spinal Cord Injury (ISAFSCI)","year":2017,"lang":"en","type":"article","venue":"Spinal Cord Series and Cases","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"International Spinal Cord Society","keywords":"Medicine; Autonomic function; Spinal cord injury; Spinal cord; Pulse (music); Neuroscience; Internal medicine; Optics","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":[0.001253904,0.0001473907,0.0002263788,0.00004433763,0.0004357299,0.0001128335,0.0003596734,0.00003324139,0.0001828402],"category_scores_gemma":[0.0007000364,0.00007262839,0.0001277985,0.00007349894,0.0006111039,0.0001390828,0.0002500037,0.0002688743,0.000001102297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069899,"about_ca_system_score_gemma":0.0004045437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003830997,"about_ca_topic_score_gemma":0.000521661,"domain_scores_codex":[0.9985577,0.00009098325,0.0003089497,0.0002150207,0.0006262892,0.0002010911],"domain_scores_gemma":[0.9984075,0.0001642924,0.0002604736,0.0006268854,0.0004846572,0.00005617412],"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":[0.5150881,0.0002002923,0.09028856,0.0001854908,0.0001756765,0.000008116617,0.000007213283,0.000001040476,0.002926734,0.002725142,0.003413908,0.3849797],"study_design_scores_gemma":[0.0004183726,0.0668402,0.9120311,0.0002582001,0.0000918929,0.00002196352,0.0001299611,0.0001410459,0.002265596,0.0001782345,0.01754568,0.00007779102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993718,0.0003825176,0.0001761568,0.003377407,0.0008428809,0.0007037469,0.0005277828,0.000006572385,0.0002649197],"genre_scores_gemma":[0.9990284,0.0002673275,0.00002893462,0.0001485325,0.000177425,0.0001039807,0.000007661653,0.00001329455,0.0002243983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8217425,"threshold_uncertainty_score":0.3351327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002324758413527,"score_gpt":0.4466648283510313,"score_spread":0.3464323525096786,"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."}}