{"id":"W2972299312","doi":"10.2310/6620.2010.00008","title":"Starting a Tertiary Patch Test Clinic from Scratch: An Opportunity for Innovation","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology); Scratch; Tertiary care; Patch test; Family medicine; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000139247,0.00009047882,0.00009042607,0.00006989379,0.00004856107,0.0000378738,0.00008830267,0.0001099046,0.0002778354],"category_scores_gemma":[0.0002296671,0.00009361705,0.00001976861,0.0001743301,0.0000179791,0.000229395,0.00000891222,0.0001934382,0.00003729326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001389176,"about_ca_system_score_gemma":0.00002745988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077759,"about_ca_topic_score_gemma":0.00009934822,"domain_scores_codex":[0.9993888,0.000005784026,0.000271068,0.00009991498,0.00007912475,0.000155333],"domain_scores_gemma":[0.9995285,0.0001154907,0.0000308657,0.000169786,0.00005453487,0.0001007818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002179646,0.0002878332,0.03998809,0.0007369477,0.00006839524,0.000007093245,0.002631736,0.0001167793,0.1548277,0.0002987703,0.4987967,0.3022378],"study_design_scores_gemma":[0.001001136,0.0001001994,0.4186455,0.0001498862,0.00003810477,0.00000302414,0.0003710273,0.4406562,0.02810667,0.03782849,0.07221284,0.0008868512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787075,0.00001536515,0.01701045,0.001845095,0.001361548,0.0001335497,0.0001327267,0.000387224,0.0004065591],"genre_scores_gemma":[0.9896598,0.000007883165,0.007188643,0.001983505,0.0004611977,0.00006085244,0.0005701075,0.00002579827,0.00004222376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4405395,"threshold_uncertainty_score":0.3817593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294128387861883,"score_gpt":0.2574390906505891,"score_spread":0.2344978067719702,"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."}}