{"id":"W4281689039","doi":"10.2196/37212","title":"Characteristics of Users of the Cook for Your Life Website, an Online Nutrition Resource for Persons Affected by Cancer: Descriptive Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Cancer; Gerontology; Descriptive statistics; Public health; Family medicine; Demography; Nursing; Internal medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008251467,0.0001251645,0.0003538103,0.00006883759,0.0009474261,0.000005976804,0.000275925,0.00008034014,0.0004365146],"category_scores_gemma":[0.0002233467,0.00009922547,0.00009106168,0.0003090556,0.00005109648,0.0002790991,0.00008814775,0.0003857595,3.479982e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005147079,"about_ca_system_score_gemma":0.0009135716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102862,"about_ca_topic_score_gemma":0.00054342,"domain_scores_codex":[0.9976307,0.000584954,0.001009124,0.0002062867,0.0002623986,0.0003065522],"domain_scores_gemma":[0.997676,0.0002690785,0.001122559,0.0003224031,0.0004965574,0.0001134319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005580592,0.00553776,0.5016282,0.007186078,0.0001568336,1.186193e-7,0.1503553,0.00006913782,0.001813575,0.0001068484,0.3192756,0.008289984],"study_design_scores_gemma":[0.005313443,0.001106475,0.4440332,0.0003345243,0.00008625616,1.134922e-7,0.08156084,0.005457485,0.0001062374,0.00001750704,0.4617837,0.000200178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963365,0.0001584616,0.0001868951,0.001051296,0.0005347451,0.00853738,0.0260967,0.00003150371,0.00003800997],"genre_scores_gemma":[0.9799317,0.00003152045,0.0001880123,0.00311437,0.0002544931,0.01486367,0.0006186326,0.00002504416,0.0009726148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425082,"threshold_uncertainty_score":0.7286931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202417151028853,"score_gpt":0.4675862444525391,"score_spread":0.3473445293496538,"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."}}