{"id":"W2948084886","doi":"10.1016/j.gie.2019.03.1310","title":"Tu1083 CLINICAL MANAGEMENT OF COLORECTAL POLYPS: RESULTS OF AN INTERNATIONAL SURVEY","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Polypectomy; Diminutive; General surgery; Colorectal cancer; Colonoscopy; Clinical Practice; Internal medicine; Cancer; Family medicine","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":[0.0009667372,0.0001543694,0.0004466662,0.0001558533,0.00001167962,0.000008639665,0.0002721747,0.0000285082,0.0002702461],"category_scores_gemma":[0.000292848,0.0001391652,0.0001545624,0.0002217083,0.0001133993,0.0001062634,0.0001412567,0.0001562715,0.00004315631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004628429,"about_ca_system_score_gemma":0.00005679062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003057915,"about_ca_topic_score_gemma":0.00002777052,"domain_scores_codex":[0.9980565,0.0001044839,0.0008096849,0.0003406397,0.0004553349,0.0002333799],"domain_scores_gemma":[0.9986663,0.0002686239,0.0003652836,0.0003867548,0.0001923053,0.0001206748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009544859,0.0004318539,0.9839141,0.0001376311,0.000153155,0.00006152408,0.00002325042,0.00002622415,0.002140458,0.0002563388,0.000618603,0.00269198],"study_design_scores_gemma":[0.006849365,0.002633881,0.9883701,0.0003947478,0.00008117496,0.0001610852,0.0001686414,0.0004796385,0.0005207491,0.00001548229,0.0002455467,0.00007960744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800814,0.00001198154,0.0004487238,0.0001506593,0.0005035527,0.0004344863,0.00008832088,0.00003577659,0.0182451],"genre_scores_gemma":[0.9241351,0.00002409011,0.07389619,0.00005408996,0.00007255892,0.000004860842,0.0001858858,0.00001667836,0.001610568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07344747,"threshold_uncertainty_score":0.567499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654840819158305,"score_gpt":0.3503658490687349,"score_spread":0.3138174408771519,"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."}}