{"id":"W2038143862","doi":"10.1046/j.1529-8019.2003.01602.x","title":"Topical and systemic photoprotection","year":2003,"lang":"en","type":"review","venue":"Dermatologic Therapy","topic":"Skin Protection and Aging","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Photoprotection; Medicine; Sun protection; Sun exposure; Sunscreening Agents; Dermatology; Sunburn; Ultraviolet radiation; Public health; Environmental health; Skin cancer; Pathology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003197939,0.0009639023,0.001613618,0.002845364,0.0003437005,0.0008473498,0.0006259296,0.001128154,0.01221201],"category_scores_gemma":[0.0005006149,0.0002275171,0.00074967,0.001800038,0.0003743241,0.0009660937,0.0005489034,0.001118328,0.006070496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151874,"about_ca_system_score_gemma":0.0005184052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009012,"about_ca_topic_score_gemma":0.001834498,"domain_scores_codex":[0.9997357,0.00004208511,0.00003027371,0.00005456934,0.0001124296,0.00002504504],"domain_scores_gemma":[0.9998302,0.00006370337,0.00003833923,0.0000105309,0.00003652895,0.00002064425],"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":[0.00005239216,0.0001105176,0.0001719322,0.01232144,0.00008395341,0.0003960083,0.00003464515,0.0001012442,0.003168544,0.0007185167,0.02291073,0.9599302],"study_design_scores_gemma":[0.00004826957,0.0001998734,0.002451291,0.005182158,0.0001989016,0.007865836,0.00009098869,0.00007797161,0.002280569,0.001359094,0.9802244,0.00002068013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002347469,0.9955342,0.0002211838,0.0001420981,0.0001699018,0.00001372165,0.00002589621,0.00001619076,0.003641962],"genre_scores_gemma":[0.002595078,0.9929241,0.0003549542,0.0002436131,0.0002282304,0.00002377258,0.00005058626,0.000003662234,0.00357595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01221201,"threshold_uncertainty_score":0.04085326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08221279390784084,"score_gpt":0.3525734073093059,"score_spread":0.270360613401465,"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."}}