{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00145795,0.0000544984,0.0001186551,0.0001440156,0.0001065278,0.00004050239,0.00005904429,0.0001897522,0.003638663],"category_scores_gemma":[0.003263908,0.00004703941,0.00005801358,0.0001705893,0.00001422838,0.00005800213,0.00000502512,0.0007131453,0.0004512833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022363,"about_ca_system_score_gemma":0.003677722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897252,"about_ca_topic_score_gemma":0.005636176,"domain_scores_codex":[0.9983469,0.00006306883,0.0001943738,0.00007068878,0.001048302,0.0002766803],"domain_scores_gemma":[0.9962257,0.00003152089,0.00007088578,0.0000539122,0.0004064815,0.003211527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001462878,0.00002275686,0.1625929,0.000003292847,0.0000841353,0.001357635,0.000316011,0.000001769026,0.00001195375,0.0003400637,0.7787519,0.05650296],"study_design_scores_gemma":[0.001357317,0.000055168,0.02116306,0.00004425166,0.00001581989,0.002676177,0.0005143653,0.0002197438,0.00002053118,0.0001943208,0.9736747,0.00006460948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3009918,0.0005227208,0.001421404,0.4708686,0.004304212,0.0002930596,0.000008422681,0.0001267478,0.221463],"genre_scores_gemma":[0.9444773,0.00002886742,0.0003718274,0.0443568,0.003930315,0.000003143419,0.000004887045,0.00001574714,0.006811173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6434854,"threshold_uncertainty_score":0.9972721,"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."}}