{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005856575,0.0003656031,0.002305946,0.000392101,0.00007893563,0.00001364728,0.0002418302,0.0001053914,0.00003207259],"category_scores_gemma":[0.004686454,0.0001776021,0.0006472159,0.001593241,0.001645188,0.00005414315,0.0001851371,0.00115704,0.00009769119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005204954,"about_ca_system_score_gemma":0.0003910597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236641,"about_ca_topic_score_gemma":0.000002347157,"domain_scores_codex":[0.9970564,0.0002545234,0.001104503,0.0005631649,0.0007410967,0.0002802702],"domain_scores_gemma":[0.9914578,0.006970293,0.0004286265,0.0006714319,0.0003019366,0.0001699023],"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":[0.00008687924,0.0001380086,0.0001080742,0.03126342,0.0002098433,0.000006243622,0.0003201133,2.84472e-7,1.625476e-7,0.0001879148,0.008653827,0.9590252],"study_design_scores_gemma":[0.0002195477,0.01004653,0.0002662963,0.02100393,0.002639112,0.00001415876,0.0002721229,0.0001648133,2.168422e-8,0.0008141747,0.9644019,0.0001574208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005868289,0.9921833,0.0000276605,0.004682678,0.0002359205,0.001300123,0.00002773324,0.00004687005,0.0009089336],"genre_scores_gemma":[0.001147007,0.9962459,0.0006691113,0.0004085015,0.001041523,0.0001358839,0.00006795493,0.00006321301,0.0002209091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9588678,"threshold_uncertainty_score":0.7242404,"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."}}