{"id":"W3015084100","doi":"10.2196/17430","title":"Effects of a WhatsApp-Delivered Education Intervention to Enhance Breast Cancer Knowledge in Women: Mixed-Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Intervention (counseling); Medicine; Cancer; Psychology; Medical education; 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"],"consensus_categories":[],"category_scores_codex":[0.002432406,0.0003237997,0.0008865052,0.0003699051,0.0005493163,0.000009906145,0.0002693395,0.0002431631,0.0001308005],"category_scores_gemma":[0.0002181153,0.0003199955,0.00005723115,0.001405403,0.00005222774,0.0001671122,0.0001826615,0.0009342277,0.00008200868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008966457,"about_ca_system_score_gemma":0.003805797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003860718,"about_ca_topic_score_gemma":0.001592978,"domain_scores_codex":[0.9931816,0.002580358,0.001846586,0.0008589087,0.0002515305,0.00128104],"domain_scores_gemma":[0.9954631,0.0007617696,0.0007695626,0.0003937404,0.0003542915,0.002257509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001233118,0.002353104,0.01661456,0.02738657,0.00001273607,7.614788e-7,0.04245974,0.000002804626,0.0001766549,0.0004878407,0.007568074,0.901704],"study_design_scores_gemma":[0.003486176,0.001788072,0.9271542,0.00174419,0.00004871804,0.00000180394,0.03626481,0.0002124577,0.00006134192,0.0002031015,0.02868936,0.0003457019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695374,0.005408997,0.0009585139,0.0101537,0.001027554,0.0125387,0.00006645455,0.0001066957,0.0002019726],"genre_scores_gemma":[0.9456502,0.002725587,0.001188716,0.01043084,0.0005098829,0.03927815,0.00001569942,0.00005033474,0.0001505581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9105397,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616250351220211,"score_gpt":0.5205512066517307,"score_spread":0.4843887031395286,"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."}}