{"id":"W4283211968","doi":"10.1007/s13187-022-02182-8","title":"An Evaluation of the Quality of COVID-19 Internet Resources for Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; The Internet; Quality (philosophy); Cancer; Betacoronavirus; Family medicine; Virology; Internal medicine; World Wide Web; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008934009,0.00005568,0.0001950909,0.0001104832,0.000326302,0.000004716506,0.0002876566,0.00004190786,0.001698828],"category_scores_gemma":[0.001499019,0.00003902564,0.00007755577,0.0002263402,0.00003201847,0.0004589271,0.00003698532,0.0002832357,2.321834e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423392,"about_ca_system_score_gemma":0.008898397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229358,"about_ca_topic_score_gemma":0.0005486414,"domain_scores_codex":[0.9952139,0.001959538,0.001857616,0.00007496187,0.0007822277,0.0001117683],"domain_scores_gemma":[0.9920302,0.0003065521,0.004636742,0.0001933692,0.002731171,0.0001019442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004855018,0.00035978,0.8990265,0.0008656278,0.00001877567,9.498895e-10,0.04518076,0.001223805,0.00006203408,0.0002319955,0.01144648,0.04109869],"study_design_scores_gemma":[0.001218419,0.0001534861,0.8715659,0.0001310217,0.00005344057,9.562584e-8,0.009798421,0.001393747,0.0001038312,0.001180619,0.1143533,0.00004768387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921791,0.0005340551,0.0002217915,0.002566457,0.00317853,0.0009503462,0.0001688611,0.000002571475,0.0001982944],"genre_scores_gemma":[0.9956274,0.00002780247,0.0001275199,0.003396301,0.0002584824,0.0004072397,0.00001673297,0.000005106336,0.0001334347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029069,"threshold_uncertainty_score":0.9992138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754040060110587,"score_gpt":0.6337970526771443,"score_spread":0.4583930466660855,"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."}}