{"id":"W4410070482","doi":"10.1177/12034754251338821","title":"The Quality and Readability of Online Resources for Women With Hair Loss: A Cross-Sectional Study","year":2025,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Hospital for Sick Children; Women's College Hospital; McMaster University; Queen's University; Western University; University of Ottawa; SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Readability; Cross-sectional study; Hair loss; Quality (philosophy); Dermatology; Pathology","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":[0.002153109,0.0002491443,0.00127642,0.0001908885,0.0003744341,0.00001664387,0.0001447808,0.0003547253,0.00002044005],"category_scores_gemma":[0.001108156,0.000115884,0.0001269556,0.0000909333,0.001578749,0.00002681791,0.00006003286,0.001069657,1.561919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004490522,"about_ca_system_score_gemma":0.0002154405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738527,"about_ca_topic_score_gemma":0.0001118537,"domain_scores_codex":[0.9976389,0.000398598,0.001250323,0.0002402869,0.0001691553,0.0003026698],"domain_scores_gemma":[0.9895566,0.008607356,0.00107408,0.0001995732,0.0005362153,0.00002622614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007695019,0.0003104182,0.5738482,0.000958481,0.003258512,0.0004342492,0.002644466,8.02619e-7,0.0004300134,0.000002809888,0.4052764,0.005140598],"study_design_scores_gemma":[0.001261372,0.003670237,0.1465647,0.0004402818,0.0003202582,0.003607985,0.004899969,1.681608e-7,0.00003189546,0.0004258942,0.8385452,0.000232074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047784,0.01142201,0.000004820796,0.082559,0.0008074898,0.0002540202,0.0000975366,0.000007038628,0.00006970705],"genre_scores_gemma":[0.9507228,0.004402015,0.00001358051,0.03042369,0.001957475,0.00002100445,0.00003517238,0.0000268404,0.01239742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4332688,"threshold_uncertainty_score":0.5816966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311209889287416,"score_gpt":0.3107848534181015,"score_spread":0.2776727545252274,"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."}}