{"id":"W4406883438","doi":"10.1111/cod.14762","title":"If Left to Your Own Devices, Consider Colophony","year":2025,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Traditional medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001880085,0.0004360641,0.0003162264,0.0004950452,0.001260833,0.0007393457,0.0004250888,0.002891566,0.057809],"category_scores_gemma":[0.0015855,0.0001325555,0.0004219126,0.0002246067,0.0003514555,0.001527937,0.0006004085,0.002004611,0.01805717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521158,"about_ca_system_score_gemma":0.0003880411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001871967,"about_ca_topic_score_gemma":0.006102827,"domain_scores_codex":[0.9997925,0.00003432119,0.00001469304,0.00002616999,0.00006510682,0.00006724603],"domain_scores_gemma":[0.9996489,0.00006325013,0.00003952694,0.00001906939,0.00005632948,0.0001727907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003112744,0.0007361955,0.02172762,0.0003911781,0.00003484597,0.1577029,0.0006094126,0.0001341282,0.002272225,0.00127988,0.6097258,0.2050746],"study_design_scores_gemma":[0.00008154588,0.00048007,0.01438386,0.001117554,0.00004545642,0.2227219,0.003589138,0.00028899,0.001489177,0.00394588,0.751785,0.00007133793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1149108,0.05573095,0.006001445,0.3778946,0.02014069,0.0004124075,0.001135179,0.002147057,0.4216269],"genre_scores_gemma":[0.4387407,0.02829477,0.008567913,0.2254227,0.01764411,0.0002068238,0.0008002407,0.0004294682,0.2798932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.057809,"threshold_uncertainty_score":0.1933904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328954740325151,"score_gpt":0.3762500840770436,"score_spread":0.3329605366737921,"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."}}