{"id":"W4309244335","doi":"10.1089/tmj.2022.0381","title":"The Role of Health Information Technology in Improving Awareness of Human Papillomavirus and Human Papillomavirus Vaccine Among U.S. Adults","year":2022,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Human papillomavirus; Cervical cancer; Logistic regression; HPV vaccines; Odds ratio; Health Information National Trends Survey; Vaccination; Health care; Family medicine; Odds; Papillomaviridae; Health information; Environmental health; HPV infection; Cancer; Internal medicine; Immunology","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":[0.004168439,0.0002944149,0.0002096267,0.001583519,0.0004478229,0.001289268,0.0004113498,0.00079644,0.00223342],"category_scores_gemma":[0.02671186,0.0002215302,0.0007245658,0.001637242,0.0003414705,0.001585312,0.001068353,0.0009223797,0.0002523967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005581657,"about_ca_system_score_gemma":0.001488512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124807,"about_ca_topic_score_gemma":0.01006426,"domain_scores_codex":[0.9978284,0.00104944,0.0002638557,0.0001713688,0.0004663475,0.0002205316],"domain_scores_gemma":[0.9849589,0.007117453,0.00502397,0.0003729453,0.001494832,0.001031947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007594829,0.0004014202,0.9412727,0.0003010119,0.0002134922,0.00005010277,0.0005594041,0.0002143314,0.0001032437,0.0002014604,0.001640117,0.05496676],"study_design_scores_gemma":[0.00001645127,0.0003079782,0.9941901,0.0005519715,0.0001702622,0.0001158828,0.0008307572,0.000962738,0.0001774791,0.0002440999,0.002422721,0.000009561811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577083,0.01698676,0.0005828593,0.01216518,0.0001794739,0.0001088198,0.001291991,0.00004856317,0.01092799],"genre_scores_gemma":[0.9939948,0.003890819,0.0005911904,0.0007805786,0.000103595,0.00003344486,0.0002850974,0.000003857901,0.0003167774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124807,"threshold_uncertainty_score":0.02236521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708914112966812,"score_gpt":0.3388115676704747,"score_spread":0.3217224265408066,"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."}}