{"id":"W2174149776","doi":"10.2196/mhealth.4651","title":"Crafting Appealing Text Messages to Encourage Colorectal Cancer Screening Test Completion: A Qualitative Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Wake Forest University","keywords":"Helpfulness; Psychological intervention; Medicine; Receipt; mHealth; Family medicine; Qualitative research; Health care; Focus group; Cancer screening; Moderation; Psychology; Nursing; Cancer; Social psychology; World Wide Web","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":[0.01353809,0.0006206627,0.0005894374,0.001097229,0.005687864,0.001983025,0.001532716,0.001346868,0.003043796],"category_scores_gemma":[0.01552228,0.0005653851,0.0004667335,0.0009256962,0.004345405,0.0022558,0.003342213,0.001772094,0.0004041167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003732124,"about_ca_system_score_gemma":0.004470179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007516075,"about_ca_topic_score_gemma":0.01185013,"domain_scores_codex":[0.9939731,0.004333878,0.0001817793,0.0003082647,0.0003972433,0.0008057598],"domain_scores_gemma":[0.9787187,0.01660283,0.001265455,0.0003568394,0.001277648,0.001778441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000690021,0.0001416535,0.003218245,0.0002722393,0.00000442194,0.0006962798,0.9864445,0.00002818464,0.001683174,0.0004019325,0.0004775798,0.006562757],"study_design_scores_gemma":[0.0000183323,0.0002126857,0.003111147,0.0003673451,0.000008702117,0.0003031308,0.9877702,0.0001511267,0.0007815525,0.0002467595,0.007010681,0.00001834402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907342,0.0005161249,0.003187788,0.001642527,0.00005318698,0.0006848362,0.0002070378,0.00002870815,0.00294568],"genre_scores_gemma":[0.9899735,0.0009735955,0.00293768,0.001117352,0.00002675074,0.001090304,0.0001184979,0.00003280133,0.003729476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353809,"threshold_uncertainty_score":0.07159716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055835731506551,"score_gpt":0.5484236483933749,"score_spread":0.3428400752427198,"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."}}