{"id":"W4410898061","doi":"10.1111/ajd.14533","title":"Quality and Readability of Online Health Resources for Hidradenitis Suppurativa: A Cross‐Sectional Analysis","year":2025,"lang":"en","type":"article","venue":"Australasian Journal of Dermatology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; McGill University; University of Ottawa; McMaster University; Women's College Hospital; University of Toronto","funders":"","keywords":"Readability; Hidradenitis suppurativa; Medicine; Cross-sectional study; Quality (philosophy); Quality of life (healthcare); Reliability (semiconductor); MEDLINE; Acne; Relevance (law); Family medicine; Dermatology; Pathology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003761923,0.0001571184,0.001056228,0.0005106811,0.0001112036,0.00001943831,0.00009318203,0.0001445932,0.0000549714],"category_scores_gemma":[0.0003275978,0.0001265806,0.0003629824,0.0004415804,0.0003474531,0.0001375228,0.00002112671,0.0002377339,3.832913e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008341215,"about_ca_system_score_gemma":0.0003937458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005514737,"about_ca_topic_score_gemma":0.0001144638,"domain_scores_codex":[0.9977713,0.0002677709,0.001310942,0.0002060957,0.0002016536,0.0002421873],"domain_scores_gemma":[0.9981468,0.0003887068,0.0006870021,0.0001858643,0.0004097525,0.0001818185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006025635,0.0004211206,0.9927787,0.0003007614,0.001671665,0.001286214,0.0004836201,7.051056e-7,0.0001846113,0.0003997742,0.0001972621,0.001672994],"study_design_scores_gemma":[0.001872443,0.0004663723,0.9222523,0.00006822783,0.0004962547,0.07204442,0.000532303,0.0000176893,0.0008323937,0.001070885,0.0002799789,0.00006675419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334499,0.0004086305,0.0009635439,0.06453506,0.00009535095,0.0002530618,0.0001654631,0.000008268992,0.000120737],"genre_scores_gemma":[0.9960327,0.0000509526,0.003528747,0.0000308796,0.00004123964,0.000004130961,0.00004806178,0.000006953588,0.0002563253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07075821,"threshold_uncertainty_score":0.5161806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025583929513863,"score_gpt":0.4091828822380565,"score_spread":0.3689270429429178,"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."}}