{"id":"W7128781061","doi":"10.2196/84694","title":"The Rise in Homemade Sunscreen Trends and Future Impacts on Skin Cancer Risk (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Skin cancer; Risk assessment; Sun protection; Sun exposure; MEDLINE","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":[0.0006691444,0.0001539486,0.0002118668,0.0007012779,0.0002878752,0.00128771,0.0002279035,0.0005851056,0.03259072],"category_scores_gemma":[0.005760088,0.0001003358,0.000584877,0.001426003,0.0001326245,0.0007461893,0.0003107435,0.001108755,0.004015761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000588346,"about_ca_system_score_gemma":0.0005719932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121015,"about_ca_topic_score_gemma":0.01556807,"domain_scores_codex":[0.9997028,0.00005384018,0.00002311899,0.00006188014,0.000123735,0.00003462545],"domain_scores_gemma":[0.9981938,0.0005566389,0.0003491345,0.00007846494,0.0005902413,0.0002317293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008158652,0.0001581833,0.258846,0.001684167,0.0004043628,0.0002579267,0.0009387149,0.0004027564,0.0008899015,0.001423836,0.489319,0.2448593],"study_design_scores_gemma":[0.00006080781,0.000236167,0.8230437,0.0008523327,0.0002825118,0.0004187995,0.002628908,0.0004830772,0.0009073031,0.00151033,0.1695369,0.00003917341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4445046,0.07026906,0.001966125,0.184767,0.04568425,0.0001506234,0.1371646,0.0009576838,0.1145361],"genre_scores_gemma":[0.8443368,0.03693064,0.002139111,0.01535162,0.02376971,0.0001044968,0.02415087,0.0002619479,0.05295482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03259072,"threshold_uncertainty_score":0.1090268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006735692024372755,"score_gpt":0.3104076853091101,"score_spread":0.3036719932847374,"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."}}