{"id":"W2610507653","doi":"10.1371/journal.pone.0172864","title":"Harms, benefits and costs of fecal immunochemical testing versus guaiac fecal occult blood testing for colorectal cancer screening","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; Ontario Ministry of Health and Long-Term Care; National Cancer Institute; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Colonoscopy; Fecal occult blood; Colorectal cancer screening; Colorectal cancer; Cohort; Cost effectiveness; Feces; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.003481765,0.0006895291,0.0007939779,0.0006561658,0.0002971522,0.001068979,0.0008442369,0.0008914367,0.002707206],"category_scores_gemma":[0.01102831,0.0003091275,0.002225032,0.000610562,0.0006381879,0.0008771481,0.000959671,0.0007117647,0.0001345474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006316657,"about_ca_system_score_gemma":0.002926476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02315303,"about_ca_topic_score_gemma":0.02090652,"domain_scores_codex":[0.9982967,0.001015194,0.0000676674,0.0001901094,0.0001824895,0.0002479116],"domain_scores_gemma":[0.9949312,0.003641605,0.000930122,0.0001220386,0.0001437606,0.0002312909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01787359,0.001811205,0.1859213,0.001167224,0.004834977,0.000308834,0.0002540096,0.70148,0.002057848,0.0111302,0.001117231,0.07204361],"study_design_scores_gemma":[0.002874096,0.01864298,0.2288354,0.0008453995,0.007549094,0.0006348634,0.000798454,0.7163973,0.00280607,0.01730299,0.003150538,0.0001628491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923642,0.001604283,0.002742424,0.0007087862,0.00001998323,0.0001457978,0.0005316838,0.00001887548,0.001863863],"genre_scores_gemma":[0.998475,0.0002594695,0.0007892088,0.00007768732,0.000004767347,0.00005852191,0.0001115849,0.000001942628,0.0002217274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02315303,"threshold_uncertainty_score":0.04603654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396601571346942,"score_gpt":0.3121059208957906,"score_spread":0.1724457637610964,"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."}}