{"id":"W3010829368","doi":"10.2196/17163","title":"Relationship Between Health Literacy and Social Support and the Quality of Life in Patients With Cancer: Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Health literacy; Social support; Medicine; Quality of life (healthcare); Literacy; Gerontology; Health care; Family medicine; Psychology; Nursing; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008736211,0.00009003141,0.0006702394,0.00007832073,0.0003199418,0.000004479468,0.00008091903,0.00005151891,0.00004596727],"category_scores_gemma":[0.002109459,0.00004772496,0.00001834503,0.0002142606,0.0002255943,0.0004813779,0.00003340227,0.000675549,7.650243e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007525363,"about_ca_system_score_gemma":0.0006968144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004866199,"about_ca_topic_score_gemma":0.0001496598,"domain_scores_codex":[0.9938471,0.002523561,0.002910944,0.00009348273,0.0004323231,0.0001925384],"domain_scores_gemma":[0.9961985,0.0009746114,0.002062149,0.00008856271,0.0003854267,0.0002907572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008373,0.000058736,0.8585278,0.0007023095,0.00001420124,1.939515e-7,0.1380712,0.00000133053,3.136149e-8,0.0002617358,0.0003362808,0.001017788],"study_design_scores_gemma":[0.01029326,0.0008035763,0.9824857,0.0002903305,0.00003053982,8.257998e-8,0.005708163,0.00004584415,4.276738e-8,0.00007651358,0.0002259472,0.00004003855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657351,0.0002914879,0.0001164199,0.03304198,0.00009654595,0.0006844162,0.00001296046,0.000005046376,0.00001606955],"genre_scores_gemma":[0.9927558,0.00001267839,0.00003169626,0.006882414,0.0002857823,0.00001940402,0.000003715323,0.000005147461,0.000003316779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323631,"threshold_uncertainty_score":0.3027814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2651270485954242,"score_gpt":0.5512922575354019,"score_spread":0.2861652089399777,"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."}}