{"id":"W3167732227","doi":"10.2196/23790","title":"Email Patient-Provider Communication and Cancer Screenings Among US Adults: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Health Information National Trends Survey; Logistic regression; Cross-sectional study; Breast cancer; Cervical cancer; Health care; Cancer screening; Patient portal; Cancer; Internal medicine; Health information","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001525489,0.0002334782,0.0003019393,0.001060709,0.0005685675,0.0007709817,0.0003820973,0.0007979053,0.002244612],"category_scores_gemma":[0.006551709,0.0004063249,0.0003748546,0.001748591,0.0002113704,0.0008431797,0.0006399162,0.0009004496,0.0004264842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005005491,"about_ca_system_score_gemma":0.0004576618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00773924,"about_ca_topic_score_gemma":0.008850236,"domain_scores_codex":[0.9982779,0.0006462559,0.0003270711,0.0002496467,0.0003444848,0.0001546599],"domain_scores_gemma":[0.9935261,0.001300735,0.003843414,0.0002824476,0.0006119176,0.0004354018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002645246,0.00009069368,0.9986073,0.0000277562,0.0000339447,0.00002224484,0.0002211831,0.000008543783,0.00003204898,0.00000845664,0.0001975578,0.0007236981],"study_design_scores_gemma":[0.000007055037,0.0001087996,0.9987458,0.00002792861,0.00003514745,0.0001625173,0.0005460939,0.00009512228,0.00002446486,0.00000936617,0.0002340176,0.000003589086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971189,0.0004656602,0.0001054134,0.0001619473,0.00001099282,0.0000661267,0.001261979,0.00000797166,0.0008009928],"genre_scores_gemma":[0.9983627,0.000262314,0.0002379979,0.0002553004,0.00002624946,0.00009557336,0.0005788169,0.000002556183,0.0001783934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00773924,"threshold_uncertainty_score":0.01538837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362285316069251,"score_gpt":0.4754053895150341,"score_spread":0.4217825363543416,"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."}}