{"id":"W204183372","doi":"10.1155/2011/628786","title":"Seeking the Ultimate Bowel Preparation for Colonoscopy: Is the End in Sight?","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Colonoscopy; Medicine; Bowel preparation; Diarrhea; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002233124,0.000422351,0.001187851,0.0005374367,0.001913464,0.002834134,0.0007950853,0.00353232,0.02330193],"category_scores_gemma":[0.01553888,0.0003400377,0.0002801827,0.0006810017,0.002025324,0.004363317,0.001525844,0.008794816,0.004750961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354271,"about_ca_system_score_gemma":0.00714924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02559874,"about_ca_topic_score_gemma":0.06183772,"domain_scores_codex":[0.9983577,0.0004144424,0.0001503817,0.0001451693,0.0005050512,0.0004271266],"domain_scores_gemma":[0.9911599,0.002069537,0.0007175802,0.0001937105,0.00215076,0.003708608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006378673,0.0002415074,0.0263836,0.00104022,0.00007860108,0.002090869,0.001075628,0.0001157558,0.0004544579,0.004918017,0.4966072,0.4663563],"study_design_scores_gemma":[0.0005240876,0.001607713,0.1133166,0.02677638,0.0005143554,0.0202071,0.02944317,0.0007696052,0.0008773017,0.05860959,0.7469724,0.0003816191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006964091,0.06371341,0.0009576183,0.902914,0.005493528,0.00002282201,0.0001280072,0.00006962109,0.01973692],"genre_scores_gemma":[0.2528267,0.3755423,0.005779772,0.3094778,0.0291352,0.00006939063,0.0006503648,0.0001718965,0.02634647],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02559874,"threshold_uncertainty_score":0.07795274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703301290279433,"score_gpt":0.267633834111273,"score_spread":0.2406008212084786,"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."}}