{"id":"W4367053066","doi":"10.1089/neu.2022.0403","title":"North American Clinical Trials Network for Spinal Cord Injury Registry: Methodology and Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Clinical trial; Medicine; Spinal cord injury; Rehabilitation; Neurosurgery; Physical therapy; Medical emergency; Spinal cord; Surgery; Psychiatry; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1349102,0.002522686,0.005622369,0.01116208,0.001422471,0.004650958,0.004589666,0.001732264,0.02470374],"category_scores_gemma":[0.2456107,0.001841428,0.004232148,0.0199337,0.001563195,0.002364497,0.004439054,0.004298802,0.005099463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005120621,"about_ca_system_score_gemma":0.02808845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046889,"about_ca_topic_score_gemma":0.00501973,"domain_scores_codex":[0.8276291,0.09134136,0.0441272,0.009298187,0.02512719,0.002476983],"domain_scores_gemma":[0.8159367,0.06465512,0.03200611,0.03603033,0.04847692,0.002894776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02652069,0.00271763,0.1095924,0.06529579,0.02040982,0.0009341444,0.003289775,0.01833442,0.001311648,0.05642287,0.3920141,0.3031568],"study_design_scores_gemma":[0.0276227,0.004386917,0.1401897,0.01786879,0.01573709,0.001486859,0.001329985,0.03018702,0.003204561,0.03722589,0.7200438,0.0007167028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.02479236,0.008000446,0.2059132,0.003346627,0.001887159,0.53095,0.1987378,0.001899499,0.02447283],"genre_scores_gemma":[0.03842189,0.001674722,0.08697936,0.001075912,0.0003808606,0.8189037,0.04945248,0.0005027824,0.002608313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1349102,"threshold_uncertainty_score":0.7134818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.660193398122079,"score_gpt":0.6220495406043355,"score_spread":0.03814385751774352,"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."}}