{"id":"W2890055747","doi":"10.1111/phpp.12425","title":"An international comparison of Google searches for <i>sunscreen, sunburn, skin cancer,</i> and <i>melanoma</i>: Current trends and public health implications","year":2018,"lang":"en","type":"article","venue":"Photodermatology Photoimmunology & Photomedicine","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Sunburn; Skin cancer; Melanoma; Medicine; Incidence (geometry); Public health; Cancer; Dermatology; Environmental health; Cancer research; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002228083,0.0002316705,0.0004717309,0.005849467,0.0002602639,0.001197029,0.0004054112,0.0002939972,0.002282161],"category_scores_gemma":[0.01264665,0.000158544,0.001034113,0.009076444,0.0003646398,0.002247248,0.001063457,0.0003589345,0.0003096956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008201607,"about_ca_system_score_gemma":0.001214314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945948,"about_ca_topic_score_gemma":0.05299626,"domain_scores_codex":[0.9982471,0.0003979572,0.000541006,0.0002975668,0.000329465,0.00018684],"domain_scores_gemma":[0.9893128,0.003125919,0.004786776,0.0003100098,0.001905188,0.0005592437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007700216,0.00004429077,0.9518238,0.004708491,0.001194207,0.0001413342,0.0020418,0.0001562287,0.00033925,0.0005801267,0.003114517,0.0350859],"study_design_scores_gemma":[0.0000160076,0.0000852099,0.9913885,0.0009068506,0.0004357807,0.0002479382,0.002774129,0.0002143926,0.0001214424,0.00008680488,0.003708503,0.00001452809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306823,0.03891572,0.0003450919,0.001214601,0.00009082658,0.00008749205,0.01982914,0.00003175292,0.008803173],"genre_scores_gemma":[0.985592,0.007418666,0.0003461586,0.0001903049,0.00003358178,0.00005260892,0.005848735,0.00001524381,0.0005027551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02945948,"threshold_uncertainty_score":0.05857599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06449164048764343,"score_gpt":0.4124543223435189,"score_spread":0.3479626818558755,"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."}}