{"id":"W4386616700","doi":"10.1016/j.igie.2023.07.017","title":"Guidewires in GI endoscopy","year":2023,"lang":"en","type":"article","venue":"iGIE","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Endoscopy; Medicine; General surgery; Internal medicine","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":[0.002449469,0.0006297211,0.001124909,0.002183872,0.0005158642,0.002408545,0.0008879991,0.003480069,0.003545405],"category_scores_gemma":[0.00578531,0.0003612069,0.0005554913,0.002186763,0.002512533,0.002626666,0.001570018,0.004728887,0.003152612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133714,"about_ca_system_score_gemma":0.00146576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670205,"about_ca_topic_score_gemma":0.001577551,"domain_scores_codex":[0.9982215,0.0005634265,0.0002037002,0.0002146585,0.0006827019,0.0001140854],"domain_scores_gemma":[0.9972858,0.001290515,0.0003756405,0.0001747822,0.0006098527,0.0002633102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002336748,0.0001022582,0.002842941,0.003978475,0.00008188836,0.002198779,0.0005331913,0.0007281146,0.003123967,0.06565715,0.05515131,0.8653683],"study_design_scores_gemma":[0.00002841254,0.0002846661,0.003568711,0.0039886,0.00007676224,0.01209364,0.0003773471,0.0003583618,0.001507552,0.03496199,0.9426821,0.00007177991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002040567,0.9663476,0.005469512,0.007599513,0.00246212,0.00001740025,0.00003949177,0.00008113934,0.01594271],"genre_scores_gemma":[0.03378023,0.9321696,0.01050387,0.006268635,0.007163428,0.00004514297,0.00009666201,0.00007661837,0.009895826],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003545405,"threshold_uncertainty_score":0.01295418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344540179473826,"score_gpt":0.323989356437294,"score_spread":0.2905439546425557,"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."}}