{"id":"W4408225259","doi":"10.58931/cdt.2024.54131","title":"Highlights from the 33rd Congress of the European Academy of Dermatology and Venereology (EADV)","year":2024,"lang":"en","type":"article","venue":"Canadian dermatology today.","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Venereology; Dermatology; Medicine; Family medicine; Traditional medicine","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":[0.001971639,0.001100263,0.0005859905,0.001437352,0.001166184,0.002941412,0.0007886051,0.001730711,0.02689767],"category_scores_gemma":[0.002475805,0.0002243338,0.0007048804,0.0007813958,0.0004402224,0.001019958,0.00113158,0.003050921,0.01012908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002126157,"about_ca_system_score_gemma":0.003305011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005687282,"about_ca_topic_score_gemma":0.01391462,"domain_scores_codex":[0.9990034,0.0001267719,0.00006004268,0.0001018762,0.0005282726,0.0001796648],"domain_scores_gemma":[0.9974831,0.0001761885,0.0001191597,0.00002967714,0.001179599,0.001012341],"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":[0.00006474507,0.00003440937,0.0002578127,0.0002603684,0.00000973779,0.0001322497,0.00003001239,0.00003202404,0.0003004468,0.0003912374,0.9508312,0.04765565],"study_design_scores_gemma":[0.00001334182,0.00003854799,0.001590689,0.0002409877,0.00001149944,0.0002323234,0.00006669057,0.00001949073,0.0001582372,0.0001617924,0.997459,0.000007381808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00293179,0.2148173,0.0007383614,0.1607679,0.5235081,0.0002858065,0.001088926,0.0001032734,0.0957586],"genre_scores_gemma":[0.02205696,0.2498241,0.001377509,0.04193186,0.4063818,0.0002137047,0.002468688,0.0001424722,0.2756029],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02689767,"threshold_uncertainty_score":0.08998168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299547156359353,"score_gpt":0.2499928666829162,"score_spread":0.2369973951193226,"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."}}