{"id":"W4280524252","doi":"10.1016/j.jogc.2022.02.035","title":"Critical Appraisal of the Content, Quality, and Readability of Online Health Information for Adolescents with Dysmenorrhea","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Readability; Medicine; Critical appraisal; The Internet; Quality (philosophy); Health information; Information quality; Population; Medical education; Family medicine; Alternative medicine; Health care; Environmental health; World Wide Web; Information system; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005641726,0.00003708147,0.0001528917,0.00007486032,0.0001276549,0.00001091458,0.0001856374,0.00001384589,0.000007712697],"category_scores_gemma":[0.003948046,0.00002630003,0.00002898609,0.0001875649,0.0000614661,0.0001143578,0.00007851449,0.0001644821,3.819888e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709548,"about_ca_system_score_gemma":0.001411795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006070495,"about_ca_topic_score_gemma":0.006370814,"domain_scores_codex":[0.9990619,0.0001628426,0.0004458163,0.00004849041,0.0002011265,0.00007986267],"domain_scores_gemma":[0.9974483,0.001408548,0.0005688532,0.00009645292,0.0004143575,0.00006353742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001647693,0.0005130363,0.9276069,0.0005093537,0.00004237091,0.000002312826,0.001788811,0.0002580521,0.000004099576,0.01575031,0.001432037,0.05207619],"study_design_scores_gemma":[0.0004513167,0.0006302661,0.9939126,0.00001027239,0.000007429548,0.00001699199,0.001731985,0.000524145,0.000004451169,0.0001212441,0.002559161,0.00003015326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764283,0.0004497852,0.008726506,0.009824009,0.004360825,0.0001307524,0.00006033802,0.000001500404,0.00001796049],"genre_scores_gemma":[0.9977826,0.000004185167,0.001725424,0.0004728714,0.000003253063,0.000001466567,0.000001340823,0.000001155424,0.000007684584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06630563,"threshold_uncertainty_score":0.9176813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614834956876845,"score_gpt":0.338099418843167,"score_spread":0.2919510692743986,"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."}}