{"id":"W4207068285","doi":"10.1097/dss.0000000000003334","title":"Prevalence of Misinformation on Tanning Salon Websites: A Systematic Analysis","year":2021,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Misinformation; Salon; MEDLINE; Newspaper; Sunscreening Agents","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":[0.0003605097,0.0001442843,0.000991989,0.0003566161,0.00006843777,0.00001226884,0.00005357876,0.00007455158,0.0001326671],"category_scores_gemma":[0.001370459,0.0001140629,0.000350348,0.0009911637,0.00006781838,0.00008655965,0.00003688758,0.00008971425,0.00006454842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006451203,"about_ca_system_score_gemma":0.0001346217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005627719,"about_ca_topic_score_gemma":0.000001980512,"domain_scores_codex":[0.998377,0.0001333452,0.0007269943,0.0001987701,0.0003688946,0.0001949976],"domain_scores_gemma":[0.9973652,0.001568743,0.0003754691,0.0004313159,0.0002073694,0.00005194884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003423309,0.00007145375,0.9637533,0.03243373,0.0008980358,0.0002977878,0.0003813957,0.00005155944,0.00007147912,0.00005105988,0.001888827,0.00006717398],"study_design_scores_gemma":[0.0002669504,0.00003165884,0.9729739,0.008125022,0.002314997,0.0006105723,0.0009126233,0.000906103,0.01354069,0.00002861343,0.00009037339,0.0001985026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899254,0.004687518,0.0004429398,0.0004024378,0.0001816726,0.0002338419,0.000009693074,0.00005933873,0.004057095],"genre_scores_gemma":[0.9986262,0.0002317991,0.0002922597,0.0005441633,0.00001720744,0.00003922814,0.00002561219,0.000007474523,0.0002160597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02430871,"threshold_uncertainty_score":0.4651349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03123194220289774,"score_gpt":0.278265487411597,"score_spread":0.2470335452086993,"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."}}