{"id":"W4379511705","doi":"10.1055/a-2106-6494","title":"Endoscopic resection-related colorectal strictures: risk factors, management, and long-term outcomes","year":2023,"lang":"en","type":"article","venue":"Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Term (time); General surgery; 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":[0.001036847,0.0002171068,0.0003911024,0.0008601414,0.0003564819,0.0007076798,0.0002906961,0.0005017194,0.001496281],"category_scores_gemma":[0.003254616,0.0001577365,0.0004919706,0.001306165,0.0003167792,0.0008018895,0.000539672,0.0005269867,0.0002245465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963948,"about_ca_system_score_gemma":0.0003019325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315704,"about_ca_topic_score_gemma":0.001793227,"domain_scores_codex":[0.9994507,0.0001128437,0.00009776549,0.0001208143,0.0001075195,0.0001103672],"domain_scores_gemma":[0.9958405,0.0005837125,0.00265206,0.0001080313,0.0001995484,0.0006160642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004485152,0.00001261598,0.998796,0.00001155884,0.00002764042,0.00005728561,0.00001286799,0.00001806545,0.00002112793,0.000004357338,0.00003612538,0.0009575422],"study_design_scores_gemma":[0.000002921245,0.00006581127,0.9992946,0.00001579002,0.00001943838,0.0003924807,0.00006116008,0.00005504972,0.00001395173,0.00001553529,0.00006076851,0.000002470418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964151,0.00239326,0.00008595533,0.0001342758,0.00001120308,0.00000742448,0.0004923469,0.000004860028,0.0004555486],"genre_scores_gemma":[0.9985185,0.0006242805,0.00007621085,0.00003362617,0.00004586157,0.000009473298,0.0006163887,0.000001497492,0.00007415214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001496281,"threshold_uncertainty_score":0.005483449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298206626084187,"score_gpt":0.3035606795947881,"score_spread":0.2805786133339462,"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."}}