{"id":"W3129370854","doi":"10.1097/brs.0000000000003971","title":"Predictors of Superior Recovery Kinetics in Adult Cervical Deformity Correction","year":2021,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Quartile; Surgery; Coronal plane; Sagittal plane; Deformity; Interquartile range; Retrospective cohort study; Internal medicine; Confidence interval; Radiology","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":[0.00095531,0.0001573327,0.000327618,0.001017761,0.0002720578,0.0004883789,0.0002758177,0.000329791,0.001811099],"category_scores_gemma":[0.003084034,0.0001777673,0.0003760113,0.001328819,0.0002192352,0.0004567812,0.0003544654,0.0003309368,0.0002648588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461103,"about_ca_system_score_gemma":0.0005702893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846462,"about_ca_topic_score_gemma":0.002932654,"domain_scores_codex":[0.9991307,0.0001826606,0.0001980804,0.0002005538,0.0001793966,0.0001086581],"domain_scores_gemma":[0.9968175,0.0005800187,0.001937443,0.0001706075,0.0002804094,0.0002140054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000420033,0.00001058876,0.9993052,0.000011136,0.00001312241,0.00003526732,0.00001081965,0.000009820813,0.00002560885,0.000003589261,0.0000488915,0.0004839414],"study_design_scores_gemma":[0.000008171206,0.00009002556,0.998931,0.00001346866,0.00001967886,0.0005046602,0.0001085566,0.0001101816,0.00003688189,0.000007330387,0.0001673384,0.000002654351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981317,0.0003363134,0.0001247636,0.00002866871,0.0000040212,0.00003089803,0.001124541,0.000004301575,0.0002147342],"genre_scores_gemma":[0.9986159,0.0001148351,0.0001246118,0.00002375599,0.000007249666,0.0000394016,0.001018766,0.00000124912,0.00005417886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001846462,"threshold_uncertainty_score":0.006058693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009121991219798054,"score_gpt":0.2505913047891338,"score_spread":0.2414693135693358,"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."}}