{"id":"W1532410629","doi":"10.2196/mhealth.4271","title":"Selection and Pilot Implementation of a Mobile Image Viewer: A Case Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimedia; Computer science; Usability; Mobile device; World Wide Web; Human–computer interaction","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":[0.00275137,0.001016504,0.0004712198,0.001111603,0.002428756,0.001696729,0.00173711,0.002968189,0.002596038],"category_scores_gemma":[0.01993189,0.000785423,0.0007241658,0.0007792068,0.001408732,0.001667295,0.0014868,0.002321867,0.0009327458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193856,"about_ca_system_score_gemma":0.001572803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004745785,"about_ca_topic_score_gemma":0.008457703,"domain_scores_codex":[0.9963071,0.001560156,0.0003564715,0.0005324586,0.0006285487,0.0006152671],"domain_scores_gemma":[0.9908115,0.004125458,0.00136116,0.0006050129,0.0009538254,0.002143127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0005374078,0.003961063,0.1963085,0.0003793446,0.00005329674,0.7012604,0.04230879,0.000682575,0.005705171,0.0009809817,0.004075739,0.04374671],"study_design_scores_gemma":[0.0001620372,0.007456577,0.08752622,0.0003654087,0.0001106168,0.8264459,0.0458754,0.004997687,0.008461484,0.0007098822,0.01770873,0.0001800969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991128,0.0002738059,0.003380036,0.001403161,0.00007017887,0.000320987,0.00004822109,0.00007046793,0.003305151],"genre_scores_gemma":[0.9910165,0.0004686726,0.005237187,0.0008695063,0.0001121248,0.0001900962,0.00007959759,0.00008196483,0.001944368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004745785,"threshold_uncertainty_score":0.01455081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250839565369855,"score_gpt":0.4313980317012614,"score_spread":0.3688896360475629,"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."}}