{"id":"W4376132630","doi":"10.1097/cm9.0000000000002702","title":"Robotic solution for orthopedic surgery","year":2023,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese Academy of Medical Sciences","keywords":"Percutaneous; Medicine; Orthopedic surgery; Fluoroscopy; Surgery; Fixation (population genetics); Radiology","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":[0.0007366587,0.001242231,0.000622982,0.001416957,0.0007328067,0.001945354,0.001412664,0.00218649,0.06118777],"category_scores_gemma":[0.001791406,0.0003501476,0.0009470987,0.0008010265,0.0009388211,0.002495122,0.002878161,0.002401743,0.04562765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547227,"about_ca_system_score_gemma":0.001077385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006287495,"about_ca_topic_score_gemma":0.0007471798,"domain_scores_codex":[0.9990438,0.000134436,0.00008071958,0.0002250023,0.0004236759,0.0000924025],"domain_scores_gemma":[0.9991441,0.0001777462,0.00009122781,0.000152838,0.0002212471,0.0002128228],"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":[0.0001214124,0.00008128752,0.0008059608,0.001207393,0.00006011701,0.0006836317,0.0001834893,0.001293318,0.005789952,0.03018043,0.1568879,0.802705],"study_design_scores_gemma":[0.00002603968,0.0001513595,0.0007459307,0.0004363841,0.00003458018,0.003345075,0.0000794794,0.001988759,0.001552098,0.01518008,0.9763911,0.00006897327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.007538063,0.1728717,0.2739539,0.02169451,0.02268755,0.0005025505,0.001739371,0.01598623,0.4830261],"genre_scores_gemma":[0.1132121,0.1432853,0.2822084,0.01924949,0.02188437,0.001019248,0.004458733,0.001754636,0.4129277],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06118777,"threshold_uncertainty_score":0.2046935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335156918027629,"score_gpt":0.3585813619309214,"score_spread":0.3250656701281585,"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."}}