{"id":"W4389038250","doi":"10.1089/derm.2023.0195","title":"Safe Alloys for Patients with Common Metal Allergies","year":2023,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"George (robot); Medicine; Atopic dermatitis; Dermatology; Family medicine; Library science; Art history; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112404,0.0007005195,0.0006711102,0.0007277778,0.0059068,0.002548775,0.001057624,0.04584752,0.01733002],"category_scores_gemma":[0.008735321,0.0005861324,0.001356397,0.0005605897,0.001484834,0.00176444,0.001462032,0.01827484,0.006556697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706854,"about_ca_system_score_gemma":0.004211117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006578702,"about_ca_topic_score_gemma":0.0207388,"domain_scores_codex":[0.9988316,0.000309114,0.0001497263,0.00009331849,0.0002956351,0.000320639],"domain_scores_gemma":[0.9971732,0.001173803,0.0002509411,0.0001141897,0.0004574188,0.0008304892],"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":[0.0001152283,0.0001789536,0.004674531,0.0001201243,0.0000335543,0.04810593,0.000499017,0.0001694468,0.0007635725,0.004044797,0.9204052,0.02088961],"study_design_scores_gemma":[0.0002291105,0.0002586914,0.00600194,0.0006168293,0.00007742172,0.05132686,0.001382644,0.0007039355,0.0003861973,0.01022258,0.9287366,0.00005721222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003516054,0.002745631,0.0002107435,0.9367345,0.01133646,0.00004274774,0.00004005956,0.00005224174,0.04532162],"genre_scores_gemma":[0.03233133,0.00299488,0.0006517546,0.872724,0.03428439,0.00006993806,0.00004684792,0.00005990025,0.05683693],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04584752,"threshold_uncertainty_score":0.0579747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496396180378678,"score_gpt":0.2408028284937593,"score_spread":0.2258388666899725,"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."}}