{"id":"W200890968","doi":"10.1155/2007/238687","title":"The Promises and Perils of Nurse-Led Flexible Sigmoidoscopy Screening","year":2007,"lang":"en","type":"letter","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Sigmoidoscopy; Medicine; Nursing; Internal medicine; Colonoscopy; Colorectal cancer; Cancer","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":[0.04736286,0.0009280147,0.001006297,0.001286339,0.001504412,0.004066539,0.003361393,0.008189842,0.02206565],"category_scores_gemma":[0.1112045,0.0004035096,0.00145113,0.001201295,0.004290245,0.01075987,0.003077,0.008111577,0.004040729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005823034,"about_ca_system_score_gemma":0.01028567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01471229,"about_ca_topic_score_gemma":0.02379374,"domain_scores_codex":[0.9746991,0.01514929,0.0008555909,0.001128634,0.006859535,0.001307749],"domain_scores_gemma":[0.880982,0.07662142,0.004494275,0.002851838,0.01456908,0.02048148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001675355,0.0005735467,0.006617408,0.004526033,0.0002268343,0.0004201087,0.0009402547,0.001193065,0.0003190242,0.02869161,0.2125612,0.7422556],"study_design_scores_gemma":[0.001117202,0.003567434,0.02872436,0.01917438,0.0003876407,0.001387262,0.004537924,0.004610159,0.0005793285,0.09125641,0.8443007,0.000357217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004837894,0.1541847,0.00435918,0.8070071,0.008165633,0.00007719491,0.0005885297,0.0002123473,0.0205675],"genre_scores_gemma":[0.2177024,0.3893039,0.02322091,0.2982827,0.05923385,0.0005445735,0.001163287,0.0003149199,0.01023344],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04736286,"threshold_uncertainty_score":0.2504818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572811027718433,"score_gpt":0.2605448611268719,"score_spread":0.2448167508496876,"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."}}