{"id":"W1218481772","doi":"","title":"HelpDesk Answers: Is colonoscopy indicated if only one of 3 stool samples is positive for occult blood?","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Colonoscopy; Occult; Internal medicine; Gastroenterology; Blood testing; General surgery; Colorectal cancer; Pathology; Alternative medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002104229,0.0008050013,0.001412201,0.001687172,0.00180978,0.00187648,0.001017926,0.009894143,0.1235148],"category_scores_gemma":[0.03907383,0.0003809585,0.00136599,0.0008487178,0.0009807111,0.002346253,0.001769011,0.002947463,0.05372952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721245,"about_ca_system_score_gemma":0.003971502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481105,"about_ca_topic_score_gemma":0.01218298,"domain_scores_codex":[0.9984345,0.0004097802,0.0004276689,0.000154887,0.0003001329,0.0002729933],"domain_scores_gemma":[0.982143,0.005261631,0.002197141,0.0005886625,0.007707527,0.002102064],"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":[0.00008142887,0.00002422712,0.00198927,0.0002518226,0.00001086798,0.0001824019,0.00003747888,0.0000146537,0.00005637257,0.0002334313,0.9761678,0.02095015],"study_design_scores_gemma":[0.000401493,0.0001351546,0.008666965,0.003740248,0.0001448826,0.002050081,0.001108308,0.0001601707,0.0004072812,0.004051387,0.9790357,0.00009828055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002793369,0.008659355,0.001125229,0.8934008,0.04373045,0.0002443462,0.01133303,0.0008620201,0.03785125],"genre_scores_gemma":[0.02783759,0.01554937,0.008066619,0.763302,0.08122717,0.0004970987,0.01455365,0.0007154788,0.08825105],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1235148,"threshold_uncertainty_score":0.4131983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899977213202334,"score_gpt":0.2830085900011203,"score_spread":0.214008817869097,"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."}}