{"id":"W2891995173","doi":"10.2196/mhealth.9351","title":"Better Ask Than Tell: Responses to mHealth Interrogative Reminders and Associations With Colorectal Cancer Screening Subsequent Uptake in a Prospective Cohort Intervention","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interrogative; Short Message Service; Medicine; Cohort; Logistic regression; Text message; Intervention (counseling); Population; Psychology; Internal medicine; Nursing; Computer science","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":[0.002462897,0.0003177111,0.0002063192,0.0004046358,0.000354344,0.0005488827,0.000323946,0.0005307629,0.002615923],"category_scores_gemma":[0.008881121,0.0003465442,0.0004842712,0.0003481474,0.0002066596,0.000534803,0.0005786954,0.0006128107,0.0005027796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273232,"about_ca_system_score_gemma":0.0003154721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002222382,"about_ca_topic_score_gemma":0.001945188,"domain_scores_codex":[0.9987732,0.0006069387,0.0001156733,0.000187012,0.0001502499,0.0001668515],"domain_scores_gemma":[0.9960667,0.00120027,0.001862484,0.0002124383,0.0002546914,0.0004033935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002619305,0.001767611,0.9834836,0.0001091754,0.0001305524,0.00005997551,0.001644887,0.0000414528,0.0007508899,0.00002424586,0.0004989199,0.008869391],"study_design_scores_gemma":[0.0001258591,0.003654027,0.993814,0.00002293023,0.000100212,0.00006748379,0.0011336,0.0002388938,0.0003935058,0.00002511313,0.0004118305,0.00001244254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994944,0.00002285825,0.00006232572,0.00004122462,0.000008811017,0.00005398052,0.0001538507,0.000003843695,0.0001586665],"genre_scores_gemma":[0.9987526,0.00004402466,0.0002237181,0.00008819727,0.00001587792,0.0001680765,0.0002001777,0.000002834075,0.0005046027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002615923,"threshold_uncertainty_score":0.01302516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695064950517257,"score_gpt":0.3835735426173524,"score_spread":0.3366228931121798,"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."}}