{"id":"W4401657282","doi":"10.1016/j.spinee.2024.06.024","title":"P3. Contemporary treatment of complex adult spine deformity using bone morphogenic protein: a comparative analysis of outcome and complication profiles","year":2024,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Outcome (game theory); Deformity; SPINE (molecular biology); Complication; Spinal deformity; Bone morphogenetic protein; Surgery; Bioinformatics","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":[0.0002281856,0.0001428889,0.0005931421,0.0002797703,0.00006834226,0.00003215947,0.00008516751,0.00002711901,0.00005208705],"category_scores_gemma":[0.00001672304,0.00008440193,0.0002401092,0.0006474032,0.0001272516,0.00008276212,0.00001640348,0.0001320149,0.00000124118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006927201,"about_ca_system_score_gemma":0.00002760067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347898,"about_ca_topic_score_gemma":0.00001101076,"domain_scores_codex":[0.9989222,0.00004831284,0.000592432,0.0001046556,0.0002104149,0.000121995],"domain_scores_gemma":[0.9994842,0.00001055521,0.0001537802,0.0001623352,0.0001093984,0.00007967929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002288692,0.0004217522,0.0159236,0.00086983,0.01592655,0.00004806697,0.002984829,0.04156042,0.9025815,0.0008221075,0.0003789456,0.01845956],"study_design_scores_gemma":[0.0003441813,0.000110733,0.05036858,0.0001871212,0.001597712,0.00008253088,0.0002359866,0.9403955,0.006437999,0.00005748016,0.00006902923,0.0001130969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699745,0.003731674,0.02548781,0.0003389117,0.00003244699,0.0001842217,0.00003424552,0.00003541702,0.0001807446],"genre_scores_gemma":[0.9972845,0.00009307873,0.002453387,0.00001018625,0.00006330803,0.000006664278,0.00002214725,0.000008931629,0.0000578033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8988351,"threshold_uncertainty_score":0.3441811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08777207183946943,"score_gpt":0.3362104703738649,"score_spread":0.2484383985343954,"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."}}