{"id":"W2781094700","doi":"10.2196/resprot.8043","title":"The Impact of mHealth Interventions on Breast Cancer Awareness and Screening: Systematic Review Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Protocol (science); Psychological intervention; Breast cancer; Medicine; Breast cancer screening; Cancer; Psychology; Alternative medicine; Family medicine; Mammography; Nursing; Pathology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01041597,0.0002353395,0.0008002989,0.0001618781,0.008858731,0.00009351672,0.00120062,0.0001780931,0.0002716544],"category_scores_gemma":[0.001691873,0.0001309819,0.0002311401,0.0003014743,0.0004761633,0.0001841793,0.0004664002,0.001543366,0.00008685059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792653,"about_ca_system_score_gemma":0.002940185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375872,"about_ca_topic_score_gemma":0.0004954956,"domain_scores_codex":[0.9925051,0.003234597,0.001704277,0.0004694731,0.0008340504,0.00125248],"domain_scores_gemma":[0.9922867,0.001537221,0.001688857,0.002398176,0.001371934,0.0007171059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005550656,0.000364669,0.02113118,0.9307445,0.0000369281,0.000001051078,0.0000971869,7.118521e-7,0.000006936942,0.00348319,0.03638357,0.007195004],"study_design_scores_gemma":[0.002230803,0.0009500857,0.1458759,0.8203759,0.00001320294,0.00000544453,0.0001297906,0.00009138918,0.000004006592,0.0005713306,0.0295964,0.0001557549],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00007050943,0.0001057782,0.00003255403,0.00681857,0.00001032669,0.9914483,0.0001877918,0.00004591864,0.001280259],"genre_scores_gemma":[0.001504484,0.0002109871,0.00003111169,0.0001779263,0.0001556828,0.9965466,0.000005371816,0.00004068613,0.001327182],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1247447,"threshold_uncertainty_score":0.9924316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5277008449436453,"score_gpt":0.7437020331830345,"score_spread":0.2160011882393892,"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."}}