{"id":"W2003385939","doi":"10.1007/s11894-008-0040-9","title":"Endoscopy in the management of primary sclerosing cholangitis","year":2008,"lang":"en","type":"review","venue":"Current Gastroenterology Reports","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Endoscopy; Gastroenterology; General surgery; Primary (astronomy); Internal medicine; Disease","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":[0.0002172952,0.000331272,0.001530588,0.0002171887,0.00005013789,0.000008894956,0.0002111579,0.0001045256,0.00002996333],"category_scores_gemma":[0.000009722096,0.000221323,0.0006118024,0.00018905,0.0001714894,0.0000502717,0.0001851334,0.000610187,0.000005864282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330758,"about_ca_system_score_gemma":0.0001112107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008587708,"about_ca_topic_score_gemma":5.42869e-7,"domain_scores_codex":[0.9976314,0.0002491768,0.001045453,0.0003945472,0.0003014481,0.0003780075],"domain_scores_gemma":[0.998234,0.00003094473,0.000731495,0.0008849649,0.00004034675,0.00007820711],"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":[0.0001226124,0.001702072,0.08274253,0.04647737,0.0008832186,0.006615207,0.0001522458,2.862223e-7,5.934687e-7,0.00001041989,0.003675312,0.8576182],"study_design_scores_gemma":[0.0009898321,0.0004380355,0.1348015,0.04153674,0.002803969,0.01232444,0.00004018961,3.105232e-7,2.97161e-7,0.000008436391,0.8068967,0.0001595993],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01262045,0.9847232,0.00001399535,0.00001816483,0.0007292624,0.001341503,0.00002007949,0.00001895657,0.0005144142],"genre_scores_gemma":[0.001371111,0.9976217,0.00009952991,0.00007549746,0.00009831903,0.0001533651,0.0005324135,0.00002810823,0.00001993905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8574585,"threshold_uncertainty_score":0.9025289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07258983230872508,"score_gpt":0.3416134869546341,"score_spread":0.269023654645909,"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."}}