{"id":"W2465998016","doi":"10.1016/j.gie.2016.03.1089","title":"Tu1028 Inter-Observer Reliability of the St. Paul's Endoscopy Comfort Scale (SPECS) for Upper Endoscopy","year":2016,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Endoscopy; Reliability (semiconductor); Scale (ratio); Colonoscopy; Rating scale; Surgery; Internal medicine; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007584037,0.0004037896,0.0006997302,0.0001067029,0.0001616219,0.00002479311,0.000386352,0.00009168851,0.001495994],"category_scores_gemma":[0.002297044,0.0002275367,0.0005935455,0.0003083184,0.0005400795,0.0001822579,0.0001700545,0.0003026377,0.00004556236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821417,"about_ca_system_score_gemma":0.0002101291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004820846,"about_ca_topic_score_gemma":0.00002175322,"domain_scores_codex":[0.9970017,0.0001694798,0.0008933967,0.0006470508,0.0005600892,0.000728282],"domain_scores_gemma":[0.9961371,0.001867601,0.000351542,0.0008912279,0.0004061137,0.0003463557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004868201,0.0005368762,0.8967484,0.0002254981,0.00005908764,0.00001677146,0.0001123179,0.00002668538,0.09085938,0.0007864652,0.001923732,0.003836574],"study_design_scores_gemma":[0.08937743,0.008696883,0.5508064,0.01208721,0.0009610138,0.002433605,0.0009952718,0.002543044,0.2401126,0.006406623,0.08398739,0.001592563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961284,0.00004259364,0.02848248,0.003269788,0.0005618845,0.001518244,0.0003287312,0.0002026832,0.004309585],"genre_scores_gemma":[0.9365792,0.000006942928,0.06113515,0.0004833588,0.0002508285,0.00009739515,0.00003472907,0.00006299363,0.001349432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.345942,"threshold_uncertainty_score":0.9994168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558445174507887,"score_gpt":0.2947418462181776,"score_spread":0.2691573944730987,"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."}}