{"id":"W3123301298","doi":"10.1007/s13187-021-01960-0","title":"Analysis of Internet-Based Search Patterns Utilized by Glioma Patients as Information Source","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Glioma; The Internet; Credibility; Medicine; Information seeking behavior; Descriptive statistics; Demographics; Family medicine; World Wide Web; Computer science; Demography; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006943333,0.0001778514,0.0003331609,0.004299175,0.0002476625,0.000908581,0.0002206413,0.0003598594,0.002761801],"category_scores_gemma":[0.01005039,0.00007725491,0.0005959433,0.003815782,0.0001471667,0.001067686,0.0004414001,0.00030615,0.000499428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536064,"about_ca_system_score_gemma":0.0004395439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003947253,"about_ca_topic_score_gemma":0.005569101,"domain_scores_codex":[0.9991066,0.0002792308,0.0002720919,0.00008743046,0.0001636322,0.00009087386],"domain_scores_gemma":[0.989228,0.007287013,0.002033279,0.0002043077,0.0009035029,0.0003438745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004300021,0.0001159233,0.976253,0.0002434248,0.0001426327,0.0001835113,0.001114292,0.000114526,0.0007311782,0.00007542005,0.0004923147,0.02010383],"study_design_scores_gemma":[0.00001959538,0.0003492503,0.9871072,0.0001311911,0.0003118377,0.001677466,0.004805416,0.00179204,0.00120192,0.0001547143,0.002420691,0.00002873484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956481,0.0004036415,0.0001937025,0.00009782599,0.000004161034,0.00002647878,0.002573813,0.00001926683,0.001033043],"genre_scores_gemma":[0.9969184,0.0002916537,0.000465423,0.00004190645,0.000007869335,0.00002475201,0.001810337,0.00001050833,0.0004293062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004299175,"threshold_uncertainty_score":0.009239197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991901942949706,"score_gpt":0.4993788936024131,"score_spread":0.469459874172916,"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."}}