{"id":"W3012745687","doi":"10.2196/14411","title":"Information About Sunscreen on YouTube and Considerations for Sun Safety Promotion: Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sun protection factor; Sun protection; Medicine; Terminology; The Internet; Promotion (chess); Inclusion (mineral); Internet privacy; World Wide Web; Dermatology; Computer science; Psychology","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":[0.003281715,0.0003050044,0.0004552486,0.01157473,0.0007091244,0.001606648,0.0003956305,0.0003277996,0.004803282],"category_scores_gemma":[0.02440447,0.0001608684,0.0006880072,0.009820601,0.0004455347,0.001850113,0.001339425,0.0004333071,0.0006145196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002582709,"about_ca_system_score_gemma":0.002336916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01941366,"about_ca_topic_score_gemma":0.03442971,"domain_scores_codex":[0.9979059,0.0006095025,0.0003680185,0.0002014645,0.0006744905,0.0002406626],"domain_scores_gemma":[0.9818168,0.01058055,0.002342681,0.0002285648,0.004629406,0.0004020911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008644483,0.0003906345,0.6279865,0.01386798,0.0002991667,0.001141812,0.04423356,0.0004717608,0.002620891,0.002220818,0.02995746,0.275945],"study_design_scores_gemma":[0.00005036437,0.0002167152,0.8932883,0.004531117,0.0003984152,0.0004870541,0.05254628,0.003052197,0.001441929,0.000765226,0.04313026,0.00009216476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298502,0.002758298,0.002129859,0.0009180949,0.00007213074,0.004812864,0.04248949,0.0001080668,0.01686102],"genre_scores_gemma":[0.9393012,0.004469113,0.01224894,0.0004524746,0.000115951,0.007480531,0.03054009,0.0001145738,0.005276954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941366,"threshold_uncertainty_score":0.03860128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2118745849313187,"score_gpt":0.4046781972609766,"score_spread":0.1928036123296578,"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."}}