{"id":"W3195920631","doi":"","title":"Editorial note on Robotic Surgery","year":2021,"lang":"en","type":"editorial","venue":"Journal of Aeronautics & Aerospace Engineering","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Robotic surgery; Surgical robot; Invasive surgery; Robot; Robot end effector; Open surgery; Laparoscopic surgery; Simulation; Computer science; Engineering; Surgery; Artificial intelligence; Medicine; Laparoscopy","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000757314,0.0006432824,0.001507509,0.0004922137,0.00004958776,0.00007996423,0.0005327789,0.002352419,0.00003745632],"category_scores_gemma":[0.003831707,0.0006463422,0.0005683062,0.0004092702,0.0000618319,0.0001483373,0.00008909855,0.005328797,0.00002599934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000650359,"about_ca_system_score_gemma":0.0005406942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001928048,"about_ca_topic_score_gemma":0.000003055407,"domain_scores_codex":[0.9962183,0.00003224679,0.001047551,0.0002779293,0.00169256,0.000731453],"domain_scores_gemma":[0.9962633,0.002127392,0.0003460036,0.0004566349,0.0004318471,0.0003747889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001833442,0.00003698063,9.373334e-7,0.000303503,0.0002521448,0.0002523358,0.00003303228,0.08207698,0.0001819266,0.00005940078,0.9154627,0.001321779],"study_design_scores_gemma":[0.0004391727,0.0001427209,0.000002578158,0.001311132,0.000194158,0.0000295878,0.00001459207,0.004174626,0.0006672214,0.00002586903,0.9924635,0.0005348177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001463069,0.004805923,0.01387787,0.0001387404,0.9805681,0.0000763418,0.00001778325,0.0002811005,0.00008790602],"genre_scores_gemma":[0.001621225,0.007555936,0.00224631,0.00001355859,0.9881614,0.000005022523,0.00004040594,0.0002130984,0.0001430872],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07790235,"threshold_uncertainty_score":0.9995988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005028067016344819,"score_gpt":0.2183104480106542,"score_spread":0.2132823809943094,"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."}}