{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002010399,0.001492529,0.003177798,0.0006838333,0.0008823205,0.001052161,0.001289303,0.002821589,0.01242245],"category_scores_gemma":[0.003167895,0.0009062543,0.001853449,0.0006148478,0.00113057,0.00121759,0.0008353771,0.002228063,0.0009955117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009071939,"about_ca_system_score_gemma":0.002287364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320984,"about_ca_topic_score_gemma":0.004513571,"domain_scores_codex":[0.9990426,0.0004189887,0.00009845991,0.0001921165,0.00009452791,0.0001532167],"domain_scores_gemma":[0.9988071,0.0003810763,0.0002807447,0.00007645042,0.0001116415,0.000342932],"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":[0.920384,0.04642126,0.001044277,0.003982986,0.001507428,0.0000812019,0.0001568616,0.0001867874,0.00126471,0.0001410282,0.001205579,0.02362395],"study_design_scores_gemma":[0.9413385,0.05589764,0.00153022,0.0001447294,0.0004622806,0.00001251045,0.00003472415,0.0001396685,0.0001157632,0.00005400251,0.0002618472,0.000008097507],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433169,0.005891891,0.001084126,0.001337198,0.001206084,0.04300931,0.001443989,0.0002493851,0.00246118],"genre_scores_gemma":[0.8850952,0.004717826,0.006890081,0.00205431,0.0009963798,0.09546031,0.0007224276,0.00001882515,0.004044697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01242245,"threshold_uncertainty_score":0.04155719,"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."}}