{"id":"W3112806848","doi":"10.1097/der.0000000000000678","title":"Patch Testing in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0003660706,0.0003796125,0.0001712886,0.0008849916,0.0007150535,0.0006003029,0.0002639828,0.0005823664,0.004153513],"category_scores_gemma":[0.001037735,0.0001765144,0.0002525724,0.0007367703,0.0004199136,0.0005027204,0.000374923,0.0004917238,0.00059121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009628847,"about_ca_system_score_gemma":0.0006307692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03652595,"about_ca_topic_score_gemma":0.022849,"domain_scores_codex":[0.9996328,0.00008106582,0.00005140027,0.0000406246,0.00007324846,0.0001207628],"domain_scores_gemma":[0.9993609,0.00009717723,0.0001819099,0.00002282733,0.0002043987,0.0001327612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005306531,0.0005293097,0.9158811,0.0002726727,0.0000744126,0.02476295,0.002938072,0.0001609762,0.003726079,0.0007617917,0.003746307,0.04661563],"study_design_scores_gemma":[0.0000426867,0.0006413452,0.9384831,0.0002461806,0.00007788738,0.04112687,0.00729834,0.0005609324,0.0008963555,0.0002642259,0.01033891,0.0000231458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877314,0.002779525,0.000137302,0.000863615,0.00005807436,0.00002049819,0.0001585883,0.00001203114,0.008238982],"genre_scores_gemma":[0.9973184,0.001023454,0.00007976506,0.0003025461,0.00003387533,0.000002954545,0.00007738161,0.000002186404,0.001159468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03652595,"threshold_uncertainty_score":0.07262665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162412381697818,"score_gpt":0.2519193515015694,"score_spread":0.2202952276845912,"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."}}