{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002151211,0.0000825628,0.0002466984,0.0001229362,0.0006315667,0.00006367129,0.00006642523,0.0001590964,0.0001310913],"category_scores_gemma":[0.003287501,0.00008615742,0.00006321816,0.0003990065,0.0001862168,0.0003373854,0.00001251516,0.0001007501,0.00003185438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046089,"about_ca_system_score_gemma":0.0003114149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005687249,"about_ca_topic_score_gemma":0.001217564,"domain_scores_codex":[0.998854,0.0002341514,0.0003759945,0.0001298253,0.000168999,0.0002369986],"domain_scores_gemma":[0.9977712,0.001501164,0.000171369,0.00008815841,0.0002648787,0.0002032383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001841045,0.0001143617,0.1722936,0.0002348608,0.000312096,0.000002665098,0.3584983,0.00005211605,0.00001498406,0.4445943,0.01177878,0.01191989],"study_design_scores_gemma":[0.002402139,0.0004089474,0.4769243,0.00003471067,0.0004922299,0.00001352516,0.04516703,0.002964762,0.0001588969,0.0053978,0.4654603,0.0005753206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5826609,0.0001005479,0.003723067,0.4020751,0.001318215,0.005821357,0.0001019929,0.0002229769,0.003975862],"genre_scores_gemma":[0.9935505,0.00005433679,0.0005972501,0.004216602,0.0002723184,0.001200666,0.00009355036,0.000004829944,0.000009944174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536816,"threshold_uncertainty_score":0.4857564,"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."}}