{"id":"W4392175837","doi":"10.2196/54425","title":"User Experience Evaluation of a Spinal Surgery Robot: Workload, Usability, and Satisfaction Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Workload; Food and drug administration; Robotic surgery; Spinal surgery; Robot; Human–computer interaction; Computer science; Patient satisfaction; Medicine; Surgery; Artificial intelligence; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003168185,0.000434288,0.0005674915,0.0007407113,0.000460112,0.0005467906,0.0002923582,0.0004035883,0.001983127],"category_scores_gemma":[0.00931957,0.0002015815,0.000843934,0.0003210124,0.0003298221,0.000494801,0.0006541453,0.0003592405,0.0003316111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422464,"about_ca_system_score_gemma":0.0003090491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007588211,"about_ca_topic_score_gemma":0.001074004,"domain_scores_codex":[0.997763,0.001014301,0.00027785,0.0001984143,0.0005465421,0.0001998189],"domain_scores_gemma":[0.990159,0.004312371,0.001213696,0.0004057847,0.002653774,0.001255456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002759523,0.007779174,0.8653033,0.0008332574,0.0004016566,0.0007522959,0.0344326,0.000767979,0.01816347,0.00008410642,0.001522761,0.06719986],"study_design_scores_gemma":[0.0001455857,0.02677643,0.9484482,0.00005901568,0.0001801191,0.001017064,0.01458538,0.003034047,0.004021932,0.000041052,0.001588024,0.0001032204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994034,0.00002304019,0.0002783439,0.00001259202,0.00000325069,0.00004272126,0.00003027017,0.000006905569,0.000199516],"genre_scores_gemma":[0.9985963,0.00004044759,0.0007928958,0.00003606446,0.000008902809,0.0001254674,0.00008295422,0.000004759993,0.0003122472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003168185,"threshold_uncertainty_score":0.01675516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05236294680205226,"score_gpt":0.3420781245739151,"score_spread":0.2897151777718628,"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."}}