{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028392,0.001818816,0.005858511,0.0008564322,0.0007734752,0.001350994,0.001659153,0.003605004,0.01024809],"category_scores_gemma":[0.006112376,0.00101262,0.003526669,0.0008184685,0.001302291,0.001212055,0.0006594776,0.00304133,0.0009878131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295276,"about_ca_system_score_gemma":0.002412233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013451,"about_ca_topic_score_gemma":0.003799661,"domain_scores_codex":[0.9977063,0.00117228,0.0002522444,0.0004249385,0.0001875785,0.0002566725],"domain_scores_gemma":[0.9975794,0.0009213139,0.0007258045,0.0001670376,0.0001932481,0.0004132513],"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":[0.9819951,0.004832686,0.0004441363,0.002646907,0.001980313,0.00003144129,0.00003481944,0.000151049,0.000332229,0.00007003519,0.0005428048,0.006938423],"study_design_scores_gemma":[0.9813716,0.01659323,0.0006347526,0.0001349513,0.0008212488,0.000008740606,0.000008731666,0.0001513112,0.0000657697,0.00004560903,0.0001577846,0.000006167645],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471732,0.02245473,0.001390932,0.001753916,0.002678734,0.01992233,0.001764126,0.000367719,0.002494314],"genre_scores_gemma":[0.9477419,0.007586465,0.003948912,0.002000921,0.001846001,0.03179158,0.0009968132,0.00003117176,0.004056415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024809,"threshold_uncertainty_score":0.03428328,"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."}}