{"id":"W2136846801","doi":"10.1503/cmaj.091868","title":"Academic branding: erythema ab igne and use of laptop computers","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Asymptomatic; Laptop; Dermatology; Isotretinoin; Medicine; Erythema; Acne; Computer science; Multimedia; Surgery; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0008080183,0.00009334461,0.0002885975,0.0001716425,0.0001298253,0.00002541672,0.00008518338,0.0003329506,0.000545489],"category_scores_gemma":[0.001974365,0.00008167326,0.000059751,0.000132032,0.0001032598,0.0001036892,0.00001986996,0.001413523,0.00001065247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772209,"about_ca_system_score_gemma":0.001051003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127731,"about_ca_topic_score_gemma":0.01084296,"domain_scores_codex":[0.998444,0.00004417233,0.0003491411,0.0001148671,0.0007466869,0.0003011635],"domain_scores_gemma":[0.9979846,0.0003382538,0.0002073176,0.00007713358,0.0002121441,0.001180563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001683517,0.00001198966,0.8858046,0.00001791208,0.000162222,0.0001677269,0.0003758559,2.956301e-7,0.0002517322,0.0003060726,0.09063969,0.02224509],"study_design_scores_gemma":[0.001815239,0.00008472682,0.7255552,0.0001761683,0.00006653526,0.001458833,0.0001296744,0.0001502807,0.0001178362,0.0001289153,0.2701987,0.0001178583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669501,0.0002401472,0.00009449312,0.03091792,0.001014544,0.00009595347,0.00001654122,0.000008837672,0.0006614774],"genre_scores_gemma":[0.9922168,0.0004343877,0.0008282969,0.004869572,0.001388463,0.000001995948,0.000003223291,0.00001420559,0.0002430331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.179559,"threshold_uncertainty_score":0.6141131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445898497863482,"score_gpt":0.2633565630513338,"score_spread":0.248897578072699,"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."}}