{"id":"W4406863412","doi":"10.2196/59391","title":"Exploring Older Adult Cancer Survivors’ Digital Information Needs: Qualitative Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Preprint; Qualitative research; Gerontology; Cancer survivor; Psychology; Cancer; Medicine; Computer science; World Wide Web; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01151476,0.0004417889,0.0006946679,0.001389666,0.007197218,0.002113483,0.001341883,0.001367905,0.004606287],"category_scores_gemma":[0.0111622,0.0005548531,0.000412325,0.001542143,0.003619757,0.002755985,0.004237173,0.001862046,0.0004267648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004123737,"about_ca_system_score_gemma":0.008721268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175755,"about_ca_topic_score_gemma":0.02682187,"domain_scores_codex":[0.996582,0.002034583,0.0001847341,0.0002460589,0.0002657795,0.0006869211],"domain_scores_gemma":[0.9884902,0.007390011,0.0006141354,0.0002717206,0.001537498,0.001696278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004560536,0.0001893689,0.003704219,0.0003149523,0.000003776274,0.0006966841,0.9873567,0.00002158402,0.0007813274,0.0003932423,0.0006441336,0.005848379],"study_design_scores_gemma":[0.00001539992,0.0001663198,0.001678723,0.0001915719,0.000005557374,0.0001175865,0.9923484,0.0000499604,0.000166414,0.0001405859,0.005112246,0.000007148349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924595,0.000430925,0.001193495,0.001215992,0.0000427834,0.001383982,0.0002734835,0.00001530232,0.002984533],"genre_scores_gemma":[0.9889712,0.001080123,0.002543734,0.00145054,0.00002430955,0.002948379,0.0001384949,0.00001464402,0.002828619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175755,"threshold_uncertainty_score":0.06089658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2080402789752342,"score_gpt":0.5283923133208619,"score_spread":0.3203520343456276,"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."}}