{"id":"W4408176573","doi":"10.2196/70067","title":"Popular Treatments of Psoriasis on Social Media: Google Trends Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Advertising; Internet privacy; Media studies; World Wide Web; Computer science; Sociology; Business","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":[0.0005120146,0.0004742888,0.0004381546,0.01455663,0.0005280587,0.001709112,0.0003519976,0.0003665597,0.002803908],"category_scores_gemma":[0.002884582,0.0001159521,0.0007146663,0.01269833,0.0002838411,0.001855234,0.0006823624,0.0004974674,0.001625741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004366773,"about_ca_system_score_gemma":0.0005289413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008823824,"about_ca_topic_score_gemma":0.01635688,"domain_scores_codex":[0.9989384,0.0001521607,0.0001215253,0.0001228806,0.0005339305,0.0001309975],"domain_scores_gemma":[0.995643,0.00144269,0.001733665,0.0001695118,0.0007459897,0.0002651247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006837245,0.000319245,0.744135,0.003088714,0.0004141568,0.0005097819,0.00201319,0.0007632777,0.002900853,0.001678554,0.0394714,0.2040221],"study_design_scores_gemma":[0.00001955055,0.0002492479,0.9342505,0.0005920311,0.000306565,0.001467648,0.004092817,0.00570088,0.001866904,0.0006159419,0.05077448,0.00006342921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737641,0.01034875,0.0009398466,0.001482317,0.0003003674,0.0001911731,0.09172767,0.0003893428,0.02085642],"genre_scores_gemma":[0.9491435,0.005585918,0.002360895,0.000294109,0.0007681004,0.0001318509,0.03818772,0.00008658662,0.003441263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455663,"threshold_uncertainty_score":0.01754493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247549364674611,"score_gpt":0.5439379965137671,"score_spread":0.419183060046306,"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."}}