{"id":"W2792414504","doi":"10.2196/resprot.8915","title":"Oncologic Therapy Support Via Means of a Dedicated Mobile App (OPTIMISE-1): Protocol for a Prospective Pilot Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitätsklinikum Heidelberg","keywords":"Mobile apps; Protocol (science); Medicine; Mobile technology; Mobile device; Web application; Telemedicine; Medical physics; Medical emergency; Health care; Computer science; World Wide Web; Alternative medicine","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":[0.02997488,0.00461858,0.006295776,0.001760413,0.002658417,0.002511041,0.002327181,0.005516534,0.06385911],"category_scores_gemma":[0.02293662,0.002214882,0.003330008,0.001881998,0.00298429,0.002432227,0.002076988,0.006535437,0.01501374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003072371,"about_ca_system_score_gemma":0.01163987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110974,"about_ca_topic_score_gemma":0.001988185,"domain_scores_codex":[0.9866079,0.007974326,0.001499418,0.001021942,0.001361724,0.001534687],"domain_scores_gemma":[0.9881256,0.003405603,0.002249492,0.00175535,0.002904452,0.001559486],"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":[0.7724039,0.06553184,0.002141438,0.03179782,0.001342153,0.0007001381,0.001129365,0.004518063,0.007531577,0.004941126,0.02978753,0.0781752],"study_design_scores_gemma":[0.7431081,0.1430365,0.007858813,0.006312034,0.0009660593,0.0002007586,0.0005499715,0.002953748,0.00300884,0.004327505,0.08741949,0.0002581863],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001697362,0.0001163715,0.0008171372,0.00006566276,0.0001118281,0.9962544,0.0004486318,0.00003805005,0.0004505425],"genre_scores_gemma":[0.001056026,0.00005209587,0.0007091636,0.0000473742,0.00001587871,0.997908,0.00006055613,0.000002204691,0.0001487221],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06385911,"threshold_uncertainty_score":0.21363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3325241073498234,"score_gpt":0.5886024234968656,"score_spread":0.2560783161470423,"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."}}