{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04928068,0.005027808,0.01832153,0.01506198,0.004163021,0.006998923,0.005053399,0.00512125,0.05765219],"category_scores_gemma":[0.06266329,0.005522166,0.01383592,0.01464429,0.004378049,0.007068837,0.004677947,0.005867775,0.005217239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0205574,"about_ca_system_score_gemma":0.07663006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188132,"about_ca_topic_score_gemma":0.02941998,"domain_scores_codex":[0.9761209,0.007845139,0.009276374,0.0022507,0.003094592,0.001412295],"domain_scores_gemma":[0.9691205,0.01162687,0.006737195,0.001993358,0.008977899,0.001544195],"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":[0.003489631,0.0002562095,0.0009741126,0.9550582,0.003260553,0.0003470787,0.001206365,0.0006227255,0.0006048469,0.001789972,0.009186306,0.02320407],"study_design_scores_gemma":[0.03330652,0.002459321,0.009735091,0.8125225,0.03537082,0.0006012655,0.00352312,0.001442463,0.002253295,0.005135809,0.09318896,0.0004608958],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007336315,0.004240742,0.0008261781,0.0002836075,0.0001185568,0.9888587,0.004330195,0.00007090275,0.0005374587],"genre_scores_gemma":[0.001041893,0.002452518,0.002595461,0.0001786917,0.00001439835,0.9927918,0.0005783901,0.000009024951,0.000337863],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05765219,"threshold_uncertainty_score":0.2606242,"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."}}