{"id":"W4407954607","doi":"10.3390/children12030291","title":"Cold Snare Polypectomy in Pediatric Polyposis: A Multicenter Experience","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"Children's Mercy Hospital","keywords":"Medicine; Polypectomy; Colonoscopy; Adverse effect; Surgery; Intubation; Demographics; Retrospective cohort study; Multicenter study; Colorectal cancer; Internal medicine; Randomized controlled trial; Cancer","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":[0.00004053259,0.0001089797,0.0001836988,0.0003028756,0.00003164835,0.00001866388,0.00011512,0.00004016501,0.0001090904],"category_scores_gemma":[0.0000334832,0.00009658461,0.00006366878,0.000569288,0.00002805046,0.00005820033,0.0000809155,0.0001153607,0.00002775111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007402733,"about_ca_system_score_gemma":0.00004101762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750429,"about_ca_topic_score_gemma":0.00003895991,"domain_scores_codex":[0.9992349,0.00001085398,0.0001795337,0.0002258265,0.000127807,0.0002211056],"domain_scores_gemma":[0.9996573,0.00001657239,0.00003108287,0.0002262164,0.00001743208,0.00005139473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004300845,0.00008543656,0.9945301,0.00003182936,0.0000213052,0.00001108068,0.000261747,9.144464e-7,0.00004092042,0.000162079,0.003943732,0.0008678133],"study_design_scores_gemma":[0.002451782,0.00002861797,0.9958526,0.00005489899,0.00007589481,0.000001723314,0.0001234613,0.00001878366,0.0003586077,0.000006804785,0.0009513583,0.00007550501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991049,0.001180718,0.00003323505,0.001641221,0.0001919133,0.0005010844,0.000002539172,0.00006091086,0.005339402],"genre_scores_gemma":[0.9950748,0.0001411972,0.0001379156,0.00163274,0.0001304985,0.00004896793,0.000008879063,0.000008162999,0.002816832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004025831,"threshold_uncertainty_score":0.3938606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006805165708344315,"score_gpt":0.2682773915405616,"score_spread":0.2614722258322172,"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."}}