{"id":"W4415075477","doi":"10.1111/os.70189","title":"Robot‐Assisted, Conventional Fluoroscopy (C‐Arm), O‐Arm Navigation, and Freehand Pedicle Screw Fixation in Thoracolumbar Spine Fracture Surgery: A Network Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Orthopaedic Surgery","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluoroscopy; Percutaneous; Fixation (population genetics); Perioperative; Randomized controlled trial; Cohort; Clinical trial; Spinal fracture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02005822,0.002989217,0.01258299,0.005996312,0.0006715053,0.003238893,0.002304076,0.002057415,0.002939141],"category_scores_gemma":[0.0356274,0.001413611,0.05325141,0.006678168,0.0005460393,0.001851914,0.001830321,0.002124231,0.000306532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587363,"about_ca_system_score_gemma":0.001909644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007768596,"about_ca_topic_score_gemma":0.009958589,"domain_scores_codex":[0.9874696,0.006820147,0.002584016,0.001658906,0.00111374,0.0003537363],"domain_scores_gemma":[0.9674376,0.02652952,0.003085693,0.001093681,0.001456692,0.0003968296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003113358,0.00003229512,0.0145417,0.03338721,0.9420263,0.00009302062,0.00005002462,0.001249773,0.0001118788,0.00008849026,0.0002511437,0.005054825],"study_design_scores_gemma":[0.000361999,0.0001303002,0.005254248,0.001830524,0.9909149,0.00004906946,0.00002569265,0.0008117654,0.0000491085,0.0001535101,0.0004037123,0.00001524945],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05211939,0.9408026,0.003384372,0.0005564024,0.0003486223,0.0004424995,0.001488875,0.00007769666,0.0007794666],"genre_scores_gemma":[0.7795865,0.2100831,0.005220354,0.0007482762,0.0003565775,0.001415057,0.001887076,0.00008119251,0.0006218128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02005822,"threshold_uncertainty_score":0.1060792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820239434207155,"score_gpt":0.3639731844777195,"score_spread":0.2957707901356479,"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."}}