{"id":"W4391916492","doi":"10.2196/50431","title":"Does Male Skin Care Content on Instagram Neglect Skin Cancer Prevention?","year":2024,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Skin cancer; Social media; Skin care; Medicine; Content (measure theory); Order (exchange); Dermatology; Psychology; Cancer; Nursing; Computer science; Internal medicine; Business; World Wide Web","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":[0.00007619922,0.0001325412,0.0002093456,0.0001177549,0.0003090739,0.00009107623,0.0001845125,0.0001714068,0.000786869],"category_scores_gemma":[0.00003788233,0.00009235341,0.0001200869,0.0002303099,0.0001906324,0.0001304154,0.00003423459,0.0001973056,0.0001595757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755841,"about_ca_system_score_gemma":0.0003635756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196883,"about_ca_topic_score_gemma":0.009277454,"domain_scores_codex":[0.9985237,0.0002693755,0.0002174361,0.0003226495,0.0002516402,0.0004152487],"domain_scores_gemma":[0.9995131,0.0001142725,0.00004675907,0.0001487266,0.00005920798,0.0001179225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008854875,0.0003165786,0.04081723,0.001167776,0.0003024847,0.001077793,0.3397899,0.00003357988,0.0009430518,0.081618,0.06819922,0.4656459],"study_design_scores_gemma":[0.0005284206,0.00006653558,0.007436464,0.0003828365,0.000043945,0.00005519595,0.04706359,0.00008349768,0.003296854,0.002430666,0.9382222,0.0003898249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931717,0.00481294,0.0001803296,0.008881765,0.004900615,0.0008709393,0.00002427654,0.0002911659,0.04832092],"genre_scores_gemma":[0.9876564,0.0005415525,0.00004925683,0.00068319,0.0004179532,0.000187894,0.0000124493,0.00001639809,0.01043489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.870023,"threshold_uncertainty_score":0.8615664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638066676051131,"score_gpt":0.3680547634909493,"score_spread":0.331674096730438,"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."}}