{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003029994,0.0002466798,0.0005532472,0.0007260726,0.0003310551,0.001320095,0.0004630196,0.0006174663,0.001762767],"category_scores_gemma":[0.01904178,0.0001914538,0.0007126803,0.0004193206,0.0004821656,0.001348175,0.0005229172,0.0005434158,0.0005338638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006635291,"about_ca_system_score_gemma":0.0006244208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005737828,"about_ca_topic_score_gemma":0.0003893209,"domain_scores_codex":[0.9961941,0.001692412,0.0004022503,0.0002029942,0.001318525,0.0001897325],"domain_scores_gemma":[0.9813301,0.0121296,0.002441661,0.001272408,0.002375253,0.0004510004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04591246,0.004199429,0.5522337,0.001254071,0.001142285,0.0006126947,0.001695825,0.004053146,0.03346797,0.001448588,0.000934305,0.3530455],"study_design_scores_gemma":[0.0004621613,0.03130516,0.8845124,0.0002842365,0.0009739373,0.003964001,0.001463348,0.009213169,0.06190614,0.0009727718,0.004841867,0.0001008358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956353,0.001503852,0.0009386144,0.00009490003,0.00001958782,0.00001828519,0.00006358346,0.00001442425,0.001711356],"genre_scores_gemma":[0.9981374,0.0004658186,0.0006040112,0.00004545733,0.00002337115,0.000009684057,0.00006717312,0.00001460811,0.0006324843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029994,"threshold_uncertainty_score":0.01602429,"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."}}