{"id":"W2119785483","doi":"10.12688/f1000research.2-26.v1","title":"A brief grief over bowel relief","year":2013,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"University of Toronto","keywords":"Medicine; Colonoscopy; Constipation; Bowel preparation; Cathartic; Intensive care medicine; Gastroenterology; Inflammatory bowel disease; Internal medicine; General surgery; Disease; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007623433,0.0007288178,0.0005190017,0.0005126599,0.001680447,0.001603382,0.0005100792,0.0060588,0.03871227],"category_scores_gemma":[0.00634863,0.0002579014,0.0005806742,0.0002081417,0.0008810309,0.002066061,0.001470004,0.00788326,0.0133365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000872481,"about_ca_system_score_gemma":0.0005136125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007260197,"about_ca_topic_score_gemma":0.001477843,"domain_scores_codex":[0.9994887,0.0001631625,0.00005119387,0.00007568482,0.0001237565,0.00009737596],"domain_scores_gemma":[0.9984276,0.0007355258,0.00008577041,0.00009086147,0.0002476395,0.0004125257],"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":[0.0002852117,0.0001564167,0.0007192451,0.0004125836,0.00002479733,0.01646358,0.001004067,0.00007044311,0.00181348,0.00544684,0.8843203,0.089283],"study_design_scores_gemma":[0.00003320683,0.0001774361,0.001177334,0.0003609779,0.00001080962,0.02282611,0.0006622181,0.00006384555,0.0004139072,0.00257632,0.9716754,0.00002241666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01200546,0.05943703,0.004563915,0.4874532,0.3381503,0.0002377575,0.000524547,0.000782967,0.09684478],"genre_scores_gemma":[0.07330784,0.03928245,0.004766578,0.3125177,0.2509878,0.0002062917,0.0006181852,0.0003911329,0.317922],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03871227,"threshold_uncertainty_score":0.1295054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04455125078642728,"score_gpt":0.3525823650654477,"score_spread":0.3080311142790204,"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."}}