{"id":"W2218606109","doi":"10.1016/j.jaad.2015.02.001","title":"Skin cancer early detection information in popular US magazines (2000-2012)","year":2015,"lang":"en","type":"letter","venue":"Journal of the American Academy of Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Skin cancer; Cancer; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002437459,0.0002155697,0.0009635093,0.0008437899,0.00003618336,0.00001235025,0.0003104868,0.0004246576,0.00002983006],"category_scores_gemma":[0.0001908536,0.0001482684,0.0002550493,0.0005630221,0.000269855,0.0003411824,0.0000594864,0.003196213,0.00001413576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030465,"about_ca_system_score_gemma":0.0002620119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003162144,"about_ca_topic_score_gemma":0.000008832718,"domain_scores_codex":[0.9977248,0.0002851631,0.001062686,0.000107816,0.0005311345,0.0002883788],"domain_scores_gemma":[0.9965709,0.00005070167,0.002979049,0.0001357828,0.0001911638,0.00007242019],"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":[0.0007362512,0.00005238362,0.04592424,0.000463186,0.0004156818,0.0002466328,0.0008241272,0.0000969942,0.001829745,0.000003236569,0.9015556,0.04785192],"study_design_scores_gemma":[0.001398389,0.0001445726,0.07073931,0.0005104287,0.0002529288,0.01521727,0.0000903495,0.00009064389,0.00331563,0.0001977427,0.9078512,0.0001914812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.389777,0.0008187345,0.0001487091,0.6081371,0.0006941832,0.0002787878,0.000007353009,0.00001287279,0.0001252412],"genre_scores_gemma":[0.5766402,0.0004981823,0.0003124334,0.4203851,0.001718462,0.00001826352,0.000003804565,0.00004161133,0.0003819451],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.187752,"threshold_uncertainty_score":0.9991034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688578325899918,"score_gpt":0.2987200640977266,"score_spread":0.2818342808387274,"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."}}