{"id":"W3203683319","doi":"10.1097/der.0000000000000789","title":"Readability, Quality, and Timeliness of Patient Online Health Resources for Contact Dermatitis and Patch Testing","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Medicine; Quality (philosophy); Contact dermatitis; Patch testing; The Internet; Health care; Test (biology); Allergic contact dermatitis; Reading (process); Health information; Dermatology; Family medicine; World Wide Web; Allergy; Computer science","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":[0.003294752,0.0002990379,0.0005864553,0.007011756,0.0003476919,0.001517178,0.0003936484,0.0003963979,0.007663064],"category_scores_gemma":[0.02874396,0.00009178378,0.0009928175,0.004836361,0.0002456743,0.001599011,0.0006357582,0.0004137604,0.001345758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007327714,"about_ca_system_score_gemma":0.0007641639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246878,"about_ca_topic_score_gemma":0.005216809,"domain_scores_codex":[0.9963892,0.001031835,0.0009399545,0.0002516568,0.001206531,0.0001809355],"domain_scores_gemma":[0.9650187,0.0179982,0.01076415,0.0007405365,0.00441736,0.001060962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001117665,0.0003808198,0.8377023,0.003333426,0.0003492224,0.0004603185,0.001125041,0.00029998,0.0009081475,0.0001949671,0.009087795,0.1450403],"study_design_scores_gemma":[0.00003907426,0.0004201652,0.9884184,0.000679827,0.0002199226,0.001111341,0.0008585082,0.0005994731,0.0009665289,0.000181012,0.006471667,0.00003415208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552521,0.006255987,0.001046894,0.001005728,0.00008212199,0.0003913963,0.01938291,0.0001913949,0.01639144],"genre_scores_gemma":[0.9869238,0.002149953,0.003037294,0.0002246197,0.00007416422,0.0001976913,0.006093454,0.00003774124,0.001261392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007663064,"threshold_uncertainty_score":0.02563554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04704110453257297,"score_gpt":0.3286398319188061,"score_spread":0.2815987273862331,"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."}}