{"id":"W2540714953","doi":"10.1089/neu.2016.4568","title":"Predicting Recruitment Feasibility for Acute Spinal Cord Injury Clinical Trials in Canada Using National Registry Data","year":2016,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; Ottawa Hospital; Western University; Praxis Spinal Cord Institute; University of Ottawa; University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Spinal cord injury; Clinical trial; Riluzole; Inclusion and exclusion criteria; Acute care; Physical therapy; Rehabilitation; Emergency medicine; Spinal cord; Internal medicine; Amyotrophic lateral sclerosis; Psychiatry; Health care; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1426462,0.0006627123,0.001815042,0.003927615,0.003432412,0.003163219,0.003059967,0.001404023,0.003865963],"category_scores_gemma":[0.2873766,0.001143406,0.002034142,0.007447491,0.001846248,0.001558667,0.003145783,0.001608038,0.0007219507],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01982513,"about_ca_system_score_gemma":0.0986041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6832157,"about_ca_topic_score_gemma":0.76572,"domain_scores_codex":[0.8572224,0.09106892,0.01943423,0.005076736,0.02000751,0.00719018],"domain_scores_gemma":[0.7051336,0.1444367,0.06063606,0.01778799,0.06092666,0.01107888],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008609151,0.000450685,0.9030036,0.001637929,0.00146326,0.0002664096,0.001486566,0.006369773,0.0004782112,0.003035098,0.01532829,0.05787098],"study_design_scores_gemma":[0.005085329,0.002563082,0.9403003,0.0009473989,0.001633797,0.0002492249,0.001266767,0.01935729,0.0009759566,0.001430319,0.02601759,0.0001730044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7938204,0.008024399,0.02181998,0.01235139,0.0002866472,0.07687415,0.05372007,0.0004225786,0.03268037],"genre_scores_gemma":[0.9112501,0.002426229,0.03960578,0.002650359,0.0001602768,0.03107606,0.01091114,0.00006411413,0.001856061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9801749,"threshold_uncertainty_score":0.7543942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.821025387929566,"score_gpt":0.6396398297333818,"score_spread":0.1813855581961842,"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."}}