{"id":"W2808244413","doi":"10.1038/s41393-018-0165-0","title":"Treatment patterns of in-patient spasticity medication use after traumatic spinal cord injury: a prospective cohort study","year":2018,"lang":"en","type":"article","venue":"Spinal Cord","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; International Collaboration On Repair Discoveries; Praxis Spinal Cord Institute; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; Vancouver Spine Surgery Institute","funders":"Canada Research Chairs; Rick Hansen Institute","keywords":"Medicine; Spasticity; Spinal cord injury; Prospective cohort study; Spinal cord; Cohort study; Cohort; Traumatic brain injury; Physical therapy; Central nervous system disease; Physical medicine and rehabilitation; Neurological disorder; Anesthesia; Surgery; Internal medicine; Psychiatry","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":[0.0007041969,0.0005525585,0.0007682578,0.001097482,0.001116068,0.001332071,0.0007712811,0.001067669,0.002688786],"category_scores_gemma":[0.002603626,0.0007807956,0.001488334,0.002170771,0.0004379085,0.001235043,0.000900648,0.001338747,0.0005245138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006594943,"about_ca_system_score_gemma":0.0008012303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460515,"about_ca_topic_score_gemma":0.01800835,"domain_scores_codex":[0.9987606,0.0002046085,0.0002099719,0.0003877045,0.0001545342,0.0002825443],"domain_scores_gemma":[0.9977996,0.000228311,0.001058295,0.0002486235,0.0002393055,0.0004258611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001954848,0.0001261793,0.9988418,0.000007181742,0.0001549772,0.00007043967,0.000114894,0.0000112339,0.0001100457,0.000007964504,0.00005562509,0.0003042188],"study_design_scores_gemma":[0.00000976223,0.0001701656,0.9990854,0.000005121976,0.00005248992,0.0001559346,0.0003603175,0.00005685883,0.00002452332,0.000009194455,0.00006345607,0.000006695445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990541,0.0001521041,0.00006217149,0.00003031922,0.00000956674,0.00001389413,0.0004774336,0.000002390992,0.0001980794],"genre_scores_gemma":[0.9988539,0.0001110886,0.00005655716,0.00003936446,0.00001061169,0.00001749341,0.0006460426,0.000004079644,0.0002607566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460515,"threshold_uncertainty_score":0.02904028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08161555408957186,"score_gpt":0.4195374826875297,"score_spread":0.3379219285979578,"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."}}