{"id":"W2767645081","doi":"10.2196/mhealth.7091","title":"Mobile Phone Multilevel and Multimedia Messaging Intervention for Breast Cancer Screening: Pilot Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Susan G. Komen","keywords":"Breast cancer; Mobile phone; Randomized controlled trial; Multimedia; Intervention (counseling); Text messaging; Breast cancer screening; Medicine; Computer science; Phone; Cancer; Mammography; World Wide Web; Telecommunications; Internal medicine; Nursing","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007308403,0.0004957872,0.002564278,0.0002753406,0.006467407,0.0000810756,0.0003310347,0.0003720818,0.0002159307],"category_scores_gemma":[0.0008425533,0.000395891,0.0002762568,0.00008895841,0.0004311571,0.0003233634,0.0001838084,0.0009792701,0.00001858272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215742,"about_ca_system_score_gemma":0.001349319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004100841,"about_ca_topic_score_gemma":0.0006507055,"domain_scores_codex":[0.9931068,0.001278461,0.002600787,0.0009473285,0.000372499,0.00169407],"domain_scores_gemma":[0.9912758,0.002780468,0.002954022,0.000811244,0.0003808472,0.001797555],"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":[0.8141412,0.0004027142,0.001897246,0.00496834,0.00007349327,6.544434e-7,0.001260114,0.000001178322,0.000007020506,0.002210382,0.002973935,0.1720637],"study_design_scores_gemma":[0.9577723,0.000622007,0.02054963,0.0007086352,0.0002825214,0.000005240919,0.0005115579,0.008462714,0.000001075747,0.0007316589,0.01003894,0.0003137101],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7496218,0.0131981,0.01436784,0.02828571,0.005567467,0.1846797,0.001790399,0.0005918544,0.001897154],"genre_scores_gemma":[0.7934449,0.01129075,0.002692975,0.002468292,0.001452685,0.1865394,0.0000794359,0.0000799541,0.00195159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.17175,"threshold_uncertainty_score":0.9998493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0974878263210654,"score_gpt":0.4899763324521432,"score_spread":0.3924885061310778,"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."}}