{"id":"W152593481","doi":"","title":"Safety and efficacy of gastrointestinal stents in cancer patients at a community hospital.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lakeridge Health; University of Toronto","funders":"","keywords":"Medicine; Stent; Nausea; Vomiting; Constipation; Surgery; Complication; Abdominal pain; General surgery","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":[0.001132812,0.0002080391,0.0002792855,0.0008194076,0.0006042718,0.0007222123,0.0002637697,0.0005893239,0.001585042],"category_scores_gemma":[0.01027786,0.000184213,0.0003743255,0.0009266567,0.0004508389,0.0003354026,0.0004261479,0.0003994805,0.0002779501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008025974,"about_ca_system_score_gemma":0.00103248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603643,"about_ca_topic_score_gemma":0.003008661,"domain_scores_codex":[0.998697,0.000501177,0.0001616335,0.0001295309,0.0003692594,0.0001413396],"domain_scores_gemma":[0.9911843,0.002445644,0.004029185,0.0002301502,0.0008836362,0.001227078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005593167,0.00009353816,0.9889706,0.0001130406,0.00006586512,0.0005818841,0.0002218949,0.00007711179,0.0002317966,0.00001258722,0.0001952152,0.008877159],"study_design_scores_gemma":[0.0001028736,0.002880472,0.9913884,0.0001172245,0.00009652269,0.003269254,0.0005962125,0.0003337331,0.0002977734,0.00003452399,0.0008634623,0.00001953688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971667,0.00173984,0.00004499994,0.0002659752,0.000009934764,0.0000201022,0.0001598402,0.000007893733,0.0005846844],"genre_scores_gemma":[0.9991611,0.000421384,0.00005216696,0.000104396,0.0000287743,0.00001228389,0.0001583831,0.000001895573,0.00005951112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002603643,"threshold_uncertainty_score":0.005990982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790413569607968,"score_gpt":0.2469552303116453,"score_spread":0.2190510946155656,"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."}}