{"id":"W3178430195","doi":"10.1007/s00270-021-02865-7","title":"Efficiency and Safety of Balloon-Assisted Gastrostomy","year":2021,"lang":"en","type":"article","venue":"CardioVascular and Interventional Radiology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Balloon; Dilator; Gastrostomy; Sedation; Surgery; Fluoroscopy; Percutaneous endoscopic gastrostomy; Anesthesia","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":[0.0004268822,0.0001007341,0.0004700556,0.00006020118,0.00005800016,0.000008449711,0.00005821844,0.0001017251,0.00009001003],"category_scores_gemma":[0.0002542694,0.0000988168,0.0007113181,0.00007321743,0.0003599893,0.00003656885,0.00007757255,0.0001389437,0.00000183167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001607685,"about_ca_system_score_gemma":0.00000510807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005616069,"about_ca_topic_score_gemma":0.000005439128,"domain_scores_codex":[0.9986209,0.000383903,0.0003964971,0.0003109607,0.0001110504,0.0001766664],"domain_scores_gemma":[0.9994066,0.0001358671,0.00005945375,0.0001881152,0.000127668,0.00008227098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01081908,0.005023418,0.5299535,0.002666354,0.01584291,0.000856721,0.0006176928,0.0005359125,0.04056586,0.01522016,0.03862953,0.3392688],"study_design_scores_gemma":[0.008721187,0.001616549,0.9068071,0.0002294962,0.0005135639,0.005644294,0.000168938,0.0002900997,0.001081026,0.001202533,0.07351041,0.0002148083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622723,0.01974875,0.01191315,0.004693089,0.0008472051,0.000129638,0.00005774138,0.0000254011,0.0003127551],"genre_scores_gemma":[0.998103,0.0002362798,0.0005782972,0.0008849464,0.00008922847,0.00000614088,0.00006744262,0.000007879519,0.00002674702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3768535,"threshold_uncertainty_score":0.4029633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757436000292918,"score_gpt":0.2749837123625628,"score_spread":0.2574093523596336,"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."}}