{"id":"W3116265801","doi":"10.1136/neurintsurg-2020-017053","title":"International teleproctoring in neurointerventional surgery and its potential impact on clinical trials in the era of COVID-19: legal and technical considerations","year":2020,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Clinical trial; General surgery; Internal medicine; Virology; Outbreak; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009754864,0.0001708267,0.001039496,0.000435874,0.00004748829,0.00007066573,0.00008401904,0.00008805044,0.0005939566],"category_scores_gemma":[0.03350702,0.0001186242,0.001404286,0.0002549823,0.0001084001,0.0002545146,0.00005456583,0.0009112965,0.000001419423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004969499,"about_ca_system_score_gemma":0.0003849187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009450849,"about_ca_topic_score_gemma":0.000004341755,"domain_scores_codex":[0.9941853,0.001618504,0.003094175,0.000260606,0.0006718286,0.0001696337],"domain_scores_gemma":[0.9823127,0.01597095,0.001101537,0.000082623,0.000187055,0.0003451258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01003828,0.002679883,0.9621832,0.0003169342,0.0004429107,0.0063328,0.0001398264,0.002413915,0.001755456,0.002798253,0.004453357,0.006445209],"study_design_scores_gemma":[0.003332949,0.0006016882,0.9882305,0.000563907,0.00006583316,0.003748282,0.00005299612,0.00172356,0.00002744773,0.0004065817,0.001139443,0.000106836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971884,0.0002763568,0.0001954484,0.02687607,0.0004410092,0.0002030541,0.00003028952,0.00000915165,0.00008466761],"genre_scores_gemma":[0.9971592,0.000182073,0.00005379327,0.002094997,0.0004733267,0.00000312986,0.00001460174,0.00001301763,0.000005803592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604729,"threshold_uncertainty_score":0.9746342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2712266148501041,"score_gpt":0.4650614985087981,"score_spread":0.1938348836586939,"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."}}