{"id":"W4317727167","doi":"10.1007/s00381-023-05834-2","title":"Posterior cervical spinal fusion in the pediatric population using modern adult instrumentation — clinical outcome and safety","year":2023,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Surgery; Neurosurgery; Retrospective cohort study; Spinal fusion","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":[0.0007756493,0.0001501041,0.0003682489,0.0001520203,0.0001716345,0.00003389679,0.00008586185,0.0001513245,0.000007681747],"category_scores_gemma":[0.0000734725,0.0001002306,0.00009835993,0.0004536897,0.00002138126,0.00007921329,0.00008636075,0.0002884211,0.00003761037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008777302,"about_ca_system_score_gemma":0.00002171667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002192436,"about_ca_topic_score_gemma":0.00004800728,"domain_scores_codex":[0.9980343,0.0002412406,0.0008168105,0.0003176621,0.0003576521,0.0002323388],"domain_scores_gemma":[0.9993903,0.0000694242,0.0001464154,0.0002362893,0.00004811834,0.0001094335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000389665,0.00004811636,0.9468693,0.0006330326,0.000006531458,0.00007254526,0.0003103985,0.00002070632,0.00001488093,0.0002072419,0.000002100876,0.05142554],"study_design_scores_gemma":[0.00120095,0.0001662495,0.9693748,0.0002314501,0.00009018234,0.0005414702,0.0005868885,0.02765791,0.000001063392,0.00003284896,0.00001055619,0.0001056207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969783,0.00009400359,0.00008652639,0.00142565,0.0003478033,0.0006354584,0.000008439019,0.000106847,0.0003169806],"genre_scores_gemma":[0.9985502,0.00003874637,0.00009817793,0.0005159546,0.0006894404,0.00001052446,0.00006166736,0.00001909419,0.00001619436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05131992,"threshold_uncertainty_score":0.4087286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334955335430876,"score_gpt":0.3483439348422101,"score_spread":0.3049943814879014,"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."}}