{"id":"W2776402803","doi":"10.1177/1545968317746781","title":"Serum Albumin Predicts Long-Term Neurological Outcomes After Acute Spinal Cord Injury","year":2017,"lang":"en","type":"article","venue":"Neurorehabilitation and neural repair","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary; International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Medicine; Spinal cord injury; Albumin; Spinal cord; Confounding; Anesthesia; Logistic regression; Clinical trial; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854251,0.0002995044,0.0004425675,0.0001657993,0.0003384717,0.0001228277,0.0002435318,0.0001475655,0.000153604],"category_scores_gemma":[0.001873654,0.0002280343,0.0002816052,0.00009858936,0.0006292265,0.0004041179,0.0003030183,0.0005736755,0.00004458056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002794084,"about_ca_system_score_gemma":0.00005525437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009269793,"about_ca_topic_score_gemma":0.00001073667,"domain_scores_codex":[0.997573,0.0001794546,0.0004206036,0.0007563528,0.0006007841,0.0004698602],"domain_scores_gemma":[0.9980528,0.0001933555,0.0001428509,0.001007621,0.0001987337,0.0004045874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02024677,0.0001495512,0.9436797,0.0001378039,0.00003491015,0.0005925249,0.00001871385,5.926423e-8,0.002050688,0.00003301324,0.0003103804,0.03274588],"study_design_scores_gemma":[0.001141388,0.02800953,0.9692625,0.00004360231,0.00009997661,0.0001864047,0.000007187951,0.0004263551,0.0002337789,0.00005608426,0.0003582955,0.0001748635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864251,0.00006580038,0.000005075913,0.01163589,0.0004331146,0.0009051844,0.00002569601,0.0002779256,0.0002262339],"genre_scores_gemma":[0.9953737,0.00005186439,0.0002991463,0.00301179,0.0001279976,0.0001189799,0.000007269169,0.00003773421,0.0009714975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03257101,"threshold_uncertainty_score":0.9298969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911814569625342,"score_gpt":0.4102858405254199,"score_spread":0.3611676948291666,"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."}}