{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009854208,0.0002371545,0.0004775881,0.0004160762,0.0003404131,0.00004103734,0.00004921647,0.0001405397,0.00001881108],"category_scores_gemma":[0.0001398157,0.0002046733,0.0000443736,0.0006480357,0.0001786428,0.0001456017,0.00004830999,0.0004985949,0.000003052457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021518,"about_ca_system_score_gemma":0.0005158931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006349771,"about_ca_topic_score_gemma":0.04225019,"domain_scores_codex":[0.9977659,0.000212506,0.0004890049,0.0006279621,0.0003329231,0.0005717115],"domain_scores_gemma":[0.9986883,0.0001182908,0.0002696917,0.0001462902,0.0002376465,0.0005397959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01543816,0.0001113766,0.9433473,0.0002480245,0.00006073358,0.000008708927,0.007595739,0.000001089735,0.00005936435,0.00002690707,0.0001602197,0.0329424],"study_design_scores_gemma":[0.00237997,0.009945683,0.9839442,0.0006924497,0.00008895151,0.00005754497,0.001793317,0.000347063,0.0003268354,0.00004163305,0.0002099481,0.0001723605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924404,0.0003629186,0.0006074902,0.003913356,0.0001540842,0.00197266,0.00004780371,0.00009285491,0.0004084295],"genre_scores_gemma":[0.996179,0.0001409145,0.001320183,0.001351788,0.0002680853,0.0005382425,0.00002319486,0.00003274384,0.000145835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04059697,"threshold_uncertainty_score":0.9752262,"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."}}