{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001232956,0.0001482993,0.0003416914,0.00007476337,0.0001650255,0.00005692298,0.00009028985,0.0000697393,0.001670565],"category_scores_gemma":[0.0004260128,0.0001247427,0.00007340938,0.0001845509,0.00003108111,0.0001300524,0.0001031264,0.0002131687,0.0006042003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000872833,"about_ca_system_score_gemma":0.0001214528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208373,"about_ca_topic_score_gemma":0.0002225995,"domain_scores_codex":[0.9990107,0.0000524501,0.0002711411,0.0002055594,0.0001675407,0.0002925395],"domain_scores_gemma":[0.9990046,0.0003942237,0.00005595559,0.0002076547,0.0001253153,0.0002122521],"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":[0.0001919651,0.0001984251,0.1553229,0.0005036698,0.0007492928,0.000549454,0.001155451,0.000001883333,0.002879001,0.002560175,0.7863573,0.04953038],"study_design_scores_gemma":[0.0009438191,0.00006727325,0.2098311,0.0001550567,0.0001579134,0.00005919244,0.0002455368,0.0000486891,0.002184483,0.00010558,0.7860935,0.0001078954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3473484,0.007823195,0.001091673,0.2147198,0.001816036,0.001554694,0.00006882202,0.0002725979,0.4253048],"genre_scores_gemma":[0.9060323,0.0004156255,0.0004597824,0.08947383,0.0001050837,0.00002322658,0.000009089914,0.000009865162,0.003471223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5586839,"threshold_uncertainty_score":0.9992421,"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."}}