{"id":"W2901612710","doi":"10.2196/10703","title":"A Novel Mobile Phone App (OncoFood) to Record and Optimize the Dietary Behavior of Oncologic Patients: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hector Stiftung II; Hector Stiftung","keywords":"Mobile apps; Mobile phone; Phone; Computer science; Psychology; Medicine; Human–computer interaction; Internet privacy; Multimedia; World Wide Web; Telecommunications","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":[0.0006025752,0.0005271527,0.0004853249,0.0003631714,0.0002314906,0.0003064659,0.0003188025,0.0003664804,0.003295411],"category_scores_gemma":[0.001159952,0.0001497546,0.0003509881,0.0001331331,0.0002071757,0.0003498171,0.0004329044,0.0003509725,0.0005448828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159932,"about_ca_system_score_gemma":0.0003292582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004334152,"about_ca_topic_score_gemma":0.0006364717,"domain_scores_codex":[0.9997795,0.00008678665,0.0000149621,0.00003737926,0.00003558879,0.00004571399],"domain_scores_gemma":[0.9994105,0.0002891901,0.00003794969,0.00003668685,0.00008378192,0.0001418759],"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":[0.03927268,0.1518659,0.1650473,0.003344664,0.0005373477,0.002606255,0.005859857,0.00103396,0.07812445,0.0002912082,0.004631544,0.5473849],"study_design_scores_gemma":[0.009411347,0.4811791,0.4602281,0.000254882,0.0008692223,0.003171573,0.004469643,0.00755233,0.02194786,0.0002132509,0.01056198,0.0001408163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979187,0.0001140924,0.0007210996,0.00003753378,0.00002358224,0.0005723389,0.000160072,0.00003772976,0.0004148778],"genre_scores_gemma":[0.9868309,0.0003673633,0.008685913,0.0001712048,0.00004986679,0.00215705,0.0003178164,0.00001329082,0.001406481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003295411,"threshold_uncertainty_score":0.0110243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09665135978755178,"score_gpt":0.4105785744481252,"score_spread":0.3139272146605734,"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."}}