{"id":"W4253748623","doi":"10.1503/cmaj.150258","title":"Sunscreens","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Skin Protection and Aging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sun protection factor; Sunscreening Agents; Skin cancer; Dermatology; Ultraviolet radiation; Medicine; Sun protection; Ultraviolet light; Cancer; Computer science; Chemistry; Internal medicine; Photochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004131634,0.0004880108,0.0006607579,0.00100505,0.0006251977,0.000866899,0.0006551776,0.0008434593,0.1072098],"category_scores_gemma":[0.001690316,0.0001434492,0.0008095348,0.0006462122,0.0001607932,0.0005198234,0.0006075673,0.001061725,0.02537864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297165,"about_ca_system_score_gemma":0.0005434878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343291,"about_ca_topic_score_gemma":0.002957364,"domain_scores_codex":[0.9990882,0.0001279162,0.00005200421,0.0001385497,0.0005161686,0.00007712104],"domain_scores_gemma":[0.9995308,0.00006896948,0.00006298096,0.00005012094,0.0001984446,0.0000886648],"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":[0.0009906967,0.0009965755,0.003686083,0.00339597,0.000154189,0.0003461312,0.0001480921,0.0001218803,0.01360593,0.002776037,0.1683013,0.8054773],"study_design_scores_gemma":[0.0001770955,0.0009638729,0.009953874,0.001072926,0.0001294507,0.001970988,0.0001253565,0.00005964108,0.006609567,0.001089345,0.9778243,0.00002360605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08304932,0.2768947,0.007162356,0.01317823,0.00591979,0.001608034,0.02214299,0.004391954,0.5856526],"genre_scores_gemma":[0.3708234,0.1354513,0.01375969,0.01402565,0.002782231,0.000895581,0.01561767,0.0006936301,0.445951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1072098,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995388396876608,"score_gpt":0.2648063979846015,"score_spread":0.2448525140158354,"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."}}