{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003139162,0.0008699571,0.006452381,0.001929107,0.0002450362,0.0001411167,0.0001563279,0.001035752,0.002187197],"category_scores_gemma":[0.0009152668,0.0007325804,0.004882621,0.004245344,0.0001811727,0.0002537574,0.000108214,0.00108461,0.00001330349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060481,"about_ca_system_score_gemma":0.001407135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00037692,"about_ca_topic_score_gemma":0.0001329181,"domain_scores_codex":[0.994363,0.0006627284,0.002248862,0.00114068,0.0009304274,0.0006543733],"domain_scores_gemma":[0.9947836,0.002195777,0.001540562,0.0007424861,0.0003809877,0.0003565403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001896578,0.0008546761,0.02676137,0.03615625,0.05951731,0.0006184143,0.00002853731,0.00005488046,0.000001147793,0.0001464218,0.07759055,0.7980808],"study_design_scores_gemma":[0.0003147074,0.0000852504,0.0178982,0.01387252,0.1774759,0.0002027116,0.00001215568,0.00005265206,0.000004140857,0.0001882389,0.7890785,0.000815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008141614,0.9924917,0.004283267,0.0006724506,0.0004877714,0.001473709,0.0001229851,0.000209519,0.0001772187],"genre_scores_gemma":[0.00146675,0.9855876,0.001699958,0.0009804197,0.0008874059,0.0007505579,0.007412681,0.00009156515,0.001123038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7972658,"threshold_uncertainty_score":0.9995126,"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."}}