{"id":"W2757634239","doi":"10.1007/s00586-017-5299-9","title":"Posterior column reconstruction improves fusion rates at the level of osteotomy in three-column posterior-based osteotomies","year":2017,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Osteotomy; Pseudarthrosis; Medicine; Posterior column; Surgery; Lumbar; Vertebral column; Acetabulum","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":[0.0009003191,0.0002430462,0.0004933446,0.0002067424,0.0004675531,0.0001504319,0.0004304523,0.00007428315,0.0006923519],"category_scores_gemma":[0.0003887865,0.0001657405,0.0002589973,0.0000883291,0.0004259952,0.0003075371,0.0003244062,0.0004858898,0.0001039262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098201,"about_ca_system_score_gemma":0.0001279297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001208348,"about_ca_topic_score_gemma":0.0007019262,"domain_scores_codex":[0.9980845,0.0002141917,0.0008238162,0.0002785851,0.000259882,0.0003389869],"domain_scores_gemma":[0.9980766,0.000007472073,0.0008628637,0.0006707984,0.0002474464,0.0001348041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002959935,0.0001041937,0.07608572,0.00008478866,0.00004751595,0.00043069,0.0001912604,0.000001511175,0.8310838,0.000004040395,0.001164438,0.09050605],"study_design_scores_gemma":[0.004198461,0.001879282,0.961866,0.0007709123,0.00007043687,0.003951761,0.0001981821,0.0001650076,0.02630018,0.00001545964,0.0004144761,0.0001698285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883571,0.0003111041,0.00004386622,0.003436375,0.0008338278,0.0005017948,0.00002061752,0.00001864213,0.006476686],"genre_scores_gemma":[0.9948314,0.0000452425,0.0009021937,0.000674807,0.0004124481,0.000006393613,0.000008827831,0.00004917886,0.003069527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8857803,"threshold_uncertainty_score":0.7580768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06201542867508019,"score_gpt":0.3145774764085572,"score_spread":0.252562047733477,"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."}}