{"id":"W2898093127","doi":"10.2196/11114","title":"Repeated Automated Mobile Text Messaging Reminders for Follow-Up of Positive Fecal Occult Blood Tests: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bar-Ilan University","keywords":"Fecal occult blood; Medicine; Colonoscopy; Randomized controlled trial; Sigmoidoscopy; Odds ratio; Short Message Service; Logistic regression; Colorectal cancer; Family medicine; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080657,0.0002470103,0.0018744,0.0002415805,0.0003096109,0.00001941673,0.00005476837,0.0002151397,0.00002286537],"category_scores_gemma":[0.0009153785,0.0001844612,0.0003215818,0.0003435577,0.0002437522,0.00006268099,0.00002030367,0.0002399152,0.000001813207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323963,"about_ca_system_score_gemma":0.0006484137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006023278,"about_ca_topic_score_gemma":0.00009324312,"domain_scores_codex":[0.997326,0.0003408602,0.001046233,0.0004656199,0.0003115899,0.0005097669],"domain_scores_gemma":[0.9972663,0.000979517,0.0006317451,0.0002376615,0.0004707027,0.0004140929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9935496,0.0002236658,0.0001524625,0.0005291009,0.0002197289,0.000002741129,0.001170977,7.235414e-7,0.0002719181,0.00004485828,0.0008987498,0.00293545],"study_design_scores_gemma":[0.9698822,0.01773022,0.001443803,0.0003363825,0.001067605,0.00005076782,0.0003963684,0.00778544,0.0009789307,0.0000481918,0.0001220338,0.0001580019],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847627,0.0008270622,0.0003294668,0.0005248301,0.0006250474,0.01117621,0.00002671168,0.0003534532,0.001374478],"genre_scores_gemma":[0.9960131,0.000143254,0.0005896863,0.0005369607,0.0004508909,0.001766454,0.00005028551,0.00003101301,0.0004183298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02366737,"threshold_uncertainty_score":0.752211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625893462313512,"score_gpt":0.3707550642877335,"score_spread":0.3444961296645984,"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."}}