{"id":"W4406867520","doi":"10.1089/derm.2024.0519","title":"The Patent Blue V Paradox: Hidden Offender, Serial Culprit","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culprit; Medicine; Internal medicine","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":[0.0009858359,0.0001593969,0.0002396638,0.0008530635,0.0003987502,0.0009791421,0.0003162179,0.0004219036,0.004468338],"category_scores_gemma":[0.00563133,0.00008362353,0.0001892876,0.0008286344,0.0008943569,0.0007963356,0.0005093254,0.0008092448,0.0006248194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003962534,"about_ca_system_score_gemma":0.0004333763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005733037,"about_ca_topic_score_gemma":0.0003263325,"domain_scores_codex":[0.9992403,0.0002045542,0.00008769914,0.0001745558,0.0001802348,0.0001126899],"domain_scores_gemma":[0.9936876,0.001910656,0.00331111,0.0004545233,0.000309853,0.0003262914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004515088,0.0001251211,0.9156922,0.0001641856,0.00006671865,0.01579734,0.0002909835,0.0002094905,0.001669879,0.003011668,0.004069959,0.05845094],"study_design_scores_gemma":[0.00009930712,0.0007157396,0.6086547,0.000416668,0.0002136948,0.3460252,0.001678722,0.004229899,0.00563334,0.01024105,0.02204728,0.00004437412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9690327,0.01171935,0.002562211,0.002220713,0.0001041184,0.00002375015,0.0002056488,0.00004673581,0.01408485],"genre_scores_gemma":[0.9988668,0.0005499229,0.0001192877,0.0001298231,0.00007073709,0.000001384314,0.00004388385,0.000003821087,0.0002144963],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004468338,"threshold_uncertainty_score":0.01494813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805370313008905,"score_gpt":0.2273087934166102,"score_spread":0.1992550902865212,"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."}}