{"id":"W4286449143","doi":"10.1016/j.ypmed.2022.107169","title":"The efficacy of chemopreventive agents on the incidence of colorectal adenomas: A systematic review and network meta-analysis","year":2022,"lang":"en","type":"review","venue":"Preventive Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Internal medicine; Relative risk; Incidence (geometry); Randomized controlled trial; Meta-analysis; Adenoma; Placebo; Aspirin; Colorectal adenoma; Surgery; Oncology; Cancer; Confidence interval; Pathology; Alternative 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":[0.004933791,0.0004850689,0.008380615,0.0002164756,0.0002265493,0.000007190471,0.0004483361,0.0001013483,0.0008398872],"category_scores_gemma":[0.003535996,0.0002057968,0.00274015,0.002445349,0.0004342547,0.00002409132,0.0002681403,0.0006773996,0.000002953823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548998,"about_ca_system_score_gemma":0.0001593948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006618462,"about_ca_topic_score_gemma":0.00002614221,"domain_scores_codex":[0.9945394,0.001912637,0.001796493,0.0005176467,0.0009728845,0.0002609218],"domain_scores_gemma":[0.9901459,0.005979047,0.002698387,0.0008855336,0.000194685,0.00009648417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004197425,0.0001521282,0.000008820013,0.6908211,0.2908299,0.000015064,0.0004543804,0.000003325897,2.556628e-7,0.000141052,0.001334647,0.01581961],"study_design_scores_gemma":[0.0002875838,0.001931602,0.00007977439,0.1255963,0.8537598,0.00005720619,0.0001261479,0.00001456684,0.000002248836,0.00004147278,0.01794779,0.0001555544],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002950396,0.992339,0.00004495258,0.0003055493,0.0001151073,0.006591216,0.00002604738,0.00001696336,0.0005316695],"genre_scores_gemma":[0.001964077,0.9947641,0.00001901515,0.0001549444,0.00007692238,0.001758771,0.00004609394,0.00003303334,0.001183056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5652248,"threshold_uncertainty_score":0.9196177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177027570079649,"score_gpt":0.3771123813124445,"score_spread":0.2594096243044796,"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."}}