{"id":"W2889953739","doi":"10.1200/jco.2017.35.15_suppl.e21669","title":"Online education needs and preferences of patients with cancer and their caregivers.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Information needs; Quarter (Canadian coin); Cancer; Patient education; Family medicine; Disease; Needs assessment; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001167949,0.0001656569,0.0002489865,0.0005722042,0.0008400104,0.0009292809,0.0001535948,0.0004218336,0.005653986],"category_scores_gemma":[0.009647957,0.0001089788,0.0003242648,0.0004896165,0.0002432532,0.0009401875,0.0008713839,0.000554827,0.0003981038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005028906,"about_ca_system_score_gemma":0.0006435657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004718463,"about_ca_topic_score_gemma":0.009085433,"domain_scores_codex":[0.9993306,0.0002742759,0.0000838502,0.00003726448,0.0001117727,0.0001622618],"domain_scores_gemma":[0.9959686,0.001534272,0.001211222,0.00004899689,0.0003772251,0.0008597198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003691468,0.0004731631,0.9180345,0.000290524,0.00008286806,0.000852851,0.01561715,0.0001491669,0.0001966401,0.0001803471,0.006759787,0.05699386],"study_design_scores_gemma":[0.00009239916,0.0007696073,0.8621311,0.0004533364,0.0001074006,0.002874521,0.118895,0.0007586503,0.0002567841,0.000440292,0.01315978,0.0000610988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944871,0.0006209429,0.00004308242,0.00155373,0.00002235811,0.00002351841,0.000277687,0.000003388116,0.002968061],"genre_scores_gemma":[0.9984099,0.0003640229,0.00009610745,0.0004348625,0.00001130719,0.00002140534,0.0001250885,0.000001462865,0.0005359409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005653986,"threshold_uncertainty_score":0.01891446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1972120857713412,"score_gpt":0.5838443528811682,"score_spread":0.386632267109827,"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."}}