{"id":"W4408099510","doi":"10.1007/s43390-025-01060-9","title":"Building consensus: development of a best practice guideline (BPG) for avoiding errors in robotic-assisted spine surgery (RASS)","year":2025,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Guideline; Orthopedic surgery; Consensus conference; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178436,0.0001978318,0.000658424,0.0004005138,0.000130735,0.0000117937,0.00006743176,0.0001282881,0.00003554909],"category_scores_gemma":[0.007771853,0.0001740984,0.0001640028,0.0007499136,0.00005584303,0.00009075495,0.00005812521,0.0002549768,0.000003512703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306055,"about_ca_system_score_gemma":0.0005565588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007989028,"about_ca_topic_score_gemma":0.0001203693,"domain_scores_codex":[0.9977183,0.00006706727,0.001287591,0.0003104172,0.0002621579,0.0003544059],"domain_scores_gemma":[0.998215,0.0006712728,0.0003159856,0.0002165133,0.0004665555,0.0001146923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003460957,0.004460399,0.09412207,0.003252049,0.001239013,0.0002781099,0.001658264,0.008892392,0.01497372,0.01180694,0.001475994,0.8543801],"study_design_scores_gemma":[0.03961258,0.0007158839,0.4785799,0.009354231,0.001254949,0.0003568682,0.007597059,0.09621514,0.06054724,0.001042252,0.3029181,0.00180574],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199959,0.0002738452,0.0708058,0.004068523,0.0004088148,0.0008574309,0.000004383168,0.00008701175,0.003498265],"genre_scores_gemma":[0.8476031,0.000006615467,0.1513648,0.000689227,0.00004787429,0.00002849681,0.00005645263,0.00001624905,0.0001872163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8525743,"threshold_uncertainty_score":0.9304196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06014660682969174,"score_gpt":0.3779612738713262,"score_spread":0.3178146670416344,"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."}}