{"id":"W3184456394","doi":"10.1097/bsd.0000000000001234","title":"Same Day Surgical Intervention Dramatically Minimizes Complication Occurrence and Optimizes Perioperative Outcomes for Central Cord Syndrome","year":2021,"lang":"en","type":"article","venue":"Clinical Spine Surgery A Spine Publication","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Perioperative; Complication; Intervention (counseling); Surgery; Anesthesia","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":[0.0005573048,0.0002436676,0.0002954147,0.0006183942,0.0005213547,0.0006402986,0.0003931805,0.0003638191,0.002117946],"category_scores_gemma":[0.002209523,0.0001753688,0.0005529626,0.0007018734,0.0002276881,0.0004772341,0.0004707428,0.0004737861,0.0001355287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004754265,"about_ca_system_score_gemma":0.001099489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212444,"about_ca_topic_score_gemma":0.005578362,"domain_scores_codex":[0.9995189,0.00007865119,0.00007054848,0.0001347987,0.00008209069,0.000115056],"domain_scores_gemma":[0.9984785,0.0001478794,0.0009290245,0.00008904344,0.0001154202,0.0002401327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002263348,0.0001024243,0.9970836,0.00001821641,0.00005804422,0.0001505759,0.00002573617,0.00002807445,0.0001883988,0.00002492837,0.0001084952,0.001985066],"study_design_scores_gemma":[0.0000359314,0.0007899204,0.9969208,0.00002997749,0.00008479188,0.001212923,0.0002638094,0.0002160583,0.0001649755,0.00005266309,0.0002193852,0.000008700053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99933,0.0001827041,0.0001045056,0.000024698,0.00001089825,0.00001495557,0.0001643489,0.000002108904,0.0001658801],"genre_scores_gemma":[0.9992798,0.0001260849,0.0001698433,0.00002559818,0.00002016896,0.0000165359,0.0002981969,0.00000145816,0.00006239142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212444,"threshold_uncertainty_score":0.007085204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154925280509954,"score_gpt":0.4485807690181788,"score_spread":0.3330882409671834,"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."}}