{"id":"W2419129448","doi":"10.2310/6620.2010.09047","title":"Relevance of Doubtful (“Equivocal”) Late Patch-Test Readings","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Patch testing; Test (biology); Dermatology; Clinical significance; Contact dermatitis; Allergy; Internal medicine; Immunology","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":[0.0000914025,0.0001467731,0.0003487565,0.00008606919,0.00005607151,0.0000252943,0.0001122209,0.00009990543,0.0007300649],"category_scores_gemma":[0.0003122439,0.0001307158,0.0001060868,0.0001512714,0.0001005627,0.0001835438,0.00004579741,0.0002875573,0.0001788025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001392863,"about_ca_system_score_gemma":0.00005289216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002769241,"about_ca_topic_score_gemma":0.0003823915,"domain_scores_codex":[0.9989446,0.00001145695,0.0003971669,0.0001657283,0.0002491709,0.0002318221],"domain_scores_gemma":[0.9990309,0.000187344,0.0001501138,0.0003644685,0.0001419554,0.0001252361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003220151,0.0005980377,0.3855133,0.00131144,0.0001963733,0.0008238383,0.004544767,0.000002902886,0.3313557,0.01181316,0.1765803,0.08722801],"study_design_scores_gemma":[0.001697606,0.0001767574,0.5405191,0.0004109453,0.00006284341,0.0004762321,0.0001090561,0.0005957982,0.08614606,0.0007050955,0.3688148,0.0002856772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693709,0.0001519653,0.0001093397,0.00662433,0.000357766,0.0002180733,0.00003746169,0.0001021894,0.02302796],"genre_scores_gemma":[0.9939987,0.0003185058,0.001402999,0.002330538,0.0001267154,0.00001457233,0.00002854434,0.00002416448,0.001755274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452096,"threshold_uncertainty_score":0.7993699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009030444105398622,"score_gpt":0.243909640630595,"score_spread":0.2348791965251964,"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."}}