{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006364565,0.0001541299,0.0002289523,0.00006006331,0.001339933,0.00008275229,0.0001525875,0.0001837759,0.004688621],"category_scores_gemma":[0.0001808045,0.0001360977,0.00004290965,0.0002966391,0.000107928,0.001412063,0.0002462736,0.0007322968,0.00004750184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691459,"about_ca_system_score_gemma":0.0006573403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351708,"about_ca_topic_score_gemma":0.009694219,"domain_scores_codex":[0.997146,0.0005355831,0.001253568,0.0003436639,0.0003439213,0.0003772564],"domain_scores_gemma":[0.9974948,0.0002173062,0.0005873438,0.0005091173,0.001005007,0.0001864703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001638135,0.0001022115,0.9709871,0.0003572113,0.00002029305,7.735659e-7,0.01392049,0.00001558576,0.000003452236,0.00003317312,0.002699499,0.01169644],"study_design_scores_gemma":[0.001445316,0.00004186858,0.9442316,0.0003000093,0.000006586954,5.103116e-7,0.004655623,0.0007738701,0.00001104419,0.00003153525,0.04836074,0.0001413583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938185,0.001306005,0.00002987236,0.0005048369,0.0005846741,0.001573153,0.0001627072,0.00008666657,0.001933608],"genre_scores_gemma":[0.9888321,0.0003022066,0.0002304116,0.005473082,0.0002008638,0.003327932,0.00008574788,0.00001804069,0.001529634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04566124,"threshold_uncertainty_score":0.9999602,"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."}}