{"id":"W3126337054","doi":"10.1177/1073274821989709","title":"Health Services: A Mixed Methods Assessment of Canadian Cancer Patient Education Materials Related to the 2019 Novel Coronavirus","year":2021,"lang":"en","type":"article","venue":"Cancer Control","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Readability; Cancer; Confidence interval; Family medicine; Lung cancer; Health care; Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002410576,0.0001601145,0.0004940592,0.0001818865,0.0006478725,0.00002646615,0.0002309487,0.0001469319,0.002524606],"category_scores_gemma":[0.0001012036,0.0001173861,0.00005104787,0.0007014807,0.00002139393,0.0002863941,0.00005420143,0.00035371,0.00003890025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556708,"about_ca_system_score_gemma":0.02115772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5570907,"about_ca_topic_score_gemma":0.3442317,"domain_scores_codex":[0.9954761,0.001656477,0.001792349,0.0002758858,0.0002313324,0.0005678182],"domain_scores_gemma":[0.9965881,0.0002981341,0.001013222,0.0005506144,0.001065497,0.0004845074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002167585,0.0003223378,0.05504534,0.004091648,0.000249584,6.79115e-7,0.05171458,0.001033388,0.006640013,0.01092294,0.04753323,0.8222295],"study_design_scores_gemma":[0.0011504,0.00005849652,0.2731421,0.001238576,0.00003263644,7.517841e-7,0.004309879,0.001364744,0.0006003857,0.00008265039,0.7178391,0.0001802708],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7604058,0.01270997,0.01159285,0.1546248,0.02979414,0.01146974,0.01332705,0.000128316,0.005947289],"genre_scores_gemma":[0.8547567,0.000645218,0.007107299,0.1332183,0.0002451825,0.002795182,0.0003394138,0.0000285647,0.0008640698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8220492,"threshold_uncertainty_score":0.9983872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05331692288977918,"score_gpt":0.5230474037053934,"score_spread":0.4697304808156142,"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."}}