{"id":"W2116825322","doi":"10.3748/wjg.v20.i43.16300","title":"Screening polypectomy rates below quality benchmarks: A prospective study","year":2014,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Colonoscopy; Polypectomy; Prospective cohort study; Logistic regression; Cohort; Pediatrics; Internal medicine; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002579689,0.0003385935,0.0002988241,0.001212126,0.000484579,0.0008299102,0.0005567314,0.0006210207,0.001588811],"category_scores_gemma":[0.00749754,0.000479547,0.0005647328,0.001379771,0.0003885751,0.0008188355,0.0005568163,0.0007312421,0.0003703758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007775383,"about_ca_system_score_gemma":0.0007233873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04180253,"about_ca_topic_score_gemma":0.03033471,"domain_scores_codex":[0.9981504,0.0005051338,0.0001816783,0.0005109478,0.0004193358,0.0002324308],"domain_scores_gemma":[0.9938676,0.001021437,0.003045101,0.0005031228,0.0008908472,0.0006719442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007039972,0.00001997665,0.9992948,0.000005708921,0.00003950076,0.00001354807,0.00003413773,0.00001816206,0.00002193665,0.000009826471,0.00004598677,0.0004259696],"study_design_scores_gemma":[0.000007981544,0.000127279,0.9994488,0.000005842218,0.00002018658,0.00008438834,0.00007328786,0.0001165107,0.00001482494,0.000008846431,0.00008879232,0.000003295465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99786,0.0004385298,0.0002514459,0.00004117048,0.000005724036,0.00004077407,0.0007700307,0.000005868205,0.0005864445],"genre_scores_gemma":[0.9990304,0.0000993132,0.00008781502,0.00002650754,0.000005177375,0.0000162696,0.0006327435,0.000002354891,0.00009951789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04180253,"threshold_uncertainty_score":0.08311844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831873792443908,"score_gpt":0.3123837969602672,"score_spread":0.2940650590358281,"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."}}