{"id":"W4403607364","doi":"10.1016/j.pmr.2024.07.002","title":"Making the Invisible Visible","year":2024,"lang":"en","type":"review","venue":"Physical Medicine and Rehabilitation Clinics of North America","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"University of British Columbia; Canadian Institutes of Health Research; Faculty of Medicine, University of British Columbia; Rick Hansen Institute; Rick Hansen Foundation; Wings for Life; U.S. Department of Defense","keywords":"Medicine; Spinal cord injury; Autonomic function; Neuroscience; Physical medicine and rehabilitation; Autonomic nervous system; Spinal cord; Heart rate variability; Psychiatry; Internal medicine; Heart rate; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002489398,0.001247894,0.002588869,0.004904335,0.000878895,0.004184654,0.001500605,0.002819231,0.02110432],"category_scores_gemma":[0.004929794,0.0005860865,0.001304561,0.004527869,0.001686601,0.004906704,0.002921693,0.004006787,0.005458498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785377,"about_ca_system_score_gemma":0.00520277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004949712,"about_ca_topic_score_gemma":0.01085318,"domain_scores_codex":[0.9988062,0.0003202116,0.0001478016,0.0001764224,0.0004189475,0.0001303439],"domain_scores_gemma":[0.9981825,0.001028429,0.0002555941,0.00007036364,0.0003249395,0.0001380873],"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":[0.0001041867,0.00004232035,0.0001265403,0.04514645,0.0002729674,0.00009980595,0.0001996284,0.00008603385,0.0004529233,0.0099155,0.1759319,0.7676218],"study_design_scores_gemma":[0.00003454057,0.00002934679,0.0003601599,0.0346831,0.0002742505,0.0002375997,0.0001381545,0.00001560244,0.00006466509,0.002231242,0.9619169,0.00001441014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001499504,0.9976531,0.00002361077,0.0005867937,0.000733241,0.00000252697,0.00001355675,0.000004445116,0.0009678117],"genre_scores_gemma":[0.0003347188,0.9965784,0.00007195876,0.001479116,0.0004245593,0.000006503273,0.00002731731,0.000002630157,0.001074821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02110432,"threshold_uncertainty_score":0.07060105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618402305852831,"score_gpt":0.5270934357057961,"score_spread":0.365253205120513,"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."}}