{"id":"W2913202801","doi":"10.1093/jcag/gwy070","title":"Does It work in Clinical Practice? A Comparison of Colonoscopy Cleansing Effectiveness in Clinical Practice Versus Efficacy from Selected Prospective Trials","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Colonoscopy; Medicine; Observational study; Regimen; Randomized controlled trial; Clinical trial; Internal medicine; Clinical Practice; Prospective cohort study; Bowel preparation; Clinical endpoint; Physical therapy; Colorectal 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3128207,0.001351909,0.006400096,0.00350904,0.001081808,0.005067956,0.002267875,0.004575538,0.004316206],"category_scores_gemma":[0.4486014,0.001186204,0.01057241,0.004664421,0.005691112,0.005814078,0.003332779,0.002425116,0.0005447805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032912,"about_ca_system_score_gemma":0.002439583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000570104,"about_ca_topic_score_gemma":0.0006729452,"domain_scores_codex":[0.4697159,0.431711,0.06406628,0.01474154,0.01764509,0.00212019],"domain_scores_gemma":[0.2951401,0.5122026,0.1503261,0.02501913,0.01319769,0.004114383],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1815627,0.002558404,0.415955,0.03880555,0.2239601,0.0002591819,0.003456907,0.00251435,0.0008447744,0.003227216,0.00269623,0.1241595],"study_design_scores_gemma":[0.09873682,0.1733915,0.4978263,0.02471665,0.1706852,0.001212386,0.003527316,0.006635195,0.001762429,0.007472294,0.0135189,0.0005151473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6678338,0.2775569,0.01738784,0.008619651,0.002845277,0.01361378,0.002588091,0.0001613426,0.009393431],"genre_scores_gemma":[0.9793723,0.006384865,0.006472653,0.002022382,0.0007350932,0.004208559,0.000590717,0.00002954103,0.0001838734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6871793,"threshold_uncertainty_score":0.8474144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172598807227714,"score_gpt":0.4050837528784411,"score_spread":0.363357764806164,"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."}}