{"id":"W2118880120","doi":"10.15403/jgld.2014.1121.232.ewh1","title":"Patient Tolerability of Bowel Preparation is Associated with Polyp Detection Rate During Colonoscopy","year":2014,"lang":"en","type":"article","venue":"Journal of Gastrointestinal and Liver Diseases","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Bowel preparation; Tolerability; Internal medicine; Gastroenterology; Adverse effect; Colorectal cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007752251,0.0001759558,0.0002612598,0.0004279483,0.0001619361,0.000514091,0.0001958692,0.0004130168,0.002138551],"category_scores_gemma":[0.007797171,0.0001494584,0.0004630566,0.000487591,0.0002073458,0.0002700092,0.0002958776,0.0005711159,0.0001524707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892154,"about_ca_system_score_gemma":0.0001947719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226316,"about_ca_topic_score_gemma":0.001344556,"domain_scores_codex":[0.9992449,0.0002265753,0.0001398553,0.0001117358,0.0001982439,0.00007866788],"domain_scores_gemma":[0.9893294,0.002989811,0.006177002,0.0002873238,0.0004618284,0.0007546988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000869007,0.00001824622,0.9990952,0.000009173812,0.00002734259,0.0000281734,0.0000208086,0.00002216607,0.0001343687,0.000002169316,0.00001688486,0.0005385215],"study_design_scores_gemma":[0.00000186252,0.00009669533,0.9995421,0.000003419015,0.00001326679,0.0001673204,0.00002841406,0.00008129055,0.00003594444,0.000003390729,0.00002428637,0.000001991673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992064,0.0003131584,0.00009102814,0.00004312485,0.000003430906,0.000004898217,0.0001196262,0.000004040861,0.0002144532],"genre_scores_gemma":[0.9997923,0.0000469477,0.00005827471,0.000008810701,0.000005142934,0.000002326402,0.00006036735,8.135502e-7,0.00002510019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002138551,"threshold_uncertainty_score":0.007154167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006597971817912228,"score_gpt":0.2247420213105361,"score_spread":0.2181440494926239,"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."}}