{"id":"W2964633569","doi":"10.1097/sga.0000000000000484","title":"GASTROENTEROLOGY ENDOSCOPY: NOT JUST A PROCEDURAL FOCUS","year":2019,"lang":"en","type":"review","venue":"Gastroenterology Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endoscopy; Medicine; Gastroenterology; Internal medicine; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406966,0.0006925823,0.001503635,0.002031735,0.0004462503,0.001534254,0.000723749,0.001806818,0.003026216],"category_scores_gemma":[0.004899311,0.0003045805,0.0006043469,0.002344439,0.001510542,0.002945657,0.0008015106,0.003405529,0.0008663544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116992,"about_ca_system_score_gemma":0.002602994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174157,"about_ca_topic_score_gemma":0.005955991,"domain_scores_codex":[0.999278,0.0001972957,0.000115007,0.00008327235,0.0002836423,0.00004284463],"domain_scores_gemma":[0.9959263,0.002650093,0.0005279695,0.00007262597,0.0006793048,0.0001436978],"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":[0.00008193606,0.00003609069,0.0002900448,0.05348437,0.0001723902,0.0002152174,0.0001539989,0.000154875,0.0004169314,0.00791447,0.09201446,0.8450653],"study_design_scores_gemma":[0.00003238475,0.0001205872,0.001864969,0.06635558,0.0003007377,0.003204979,0.0003420397,0.00006253381,0.0001573648,0.003329915,0.9241989,0.00002989515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002912501,0.9981015,0.00002619206,0.0009887581,0.0004190134,0.000001275694,0.000002544711,0.000001477904,0.0004300601],"genre_scores_gemma":[0.0006553581,0.9974349,0.00005554632,0.0009587673,0.0006760231,0.000002585218,0.000005257577,0.000001053377,0.0002105139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003026216,"threshold_uncertainty_score":0.01012373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.180431844624143,"score_gpt":0.4515509591116812,"score_spread":0.2711191144875382,"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."}}