{"id":"W2262794261","doi":"","title":"Patent Landscape of Helminth Vaccines and Related Technologies","year":2013,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Helminth infections; Helminths; Business; Geography; Biology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009820598,0.0002767041,0.0006253226,0.0003323138,0.0004659468,0.00001732818,0.000620425,0.0005136679,0.0009798292],"category_scores_gemma":[0.00004296554,0.0003320981,0.0002675382,0.0003118537,0.000485996,0.0008539733,0.0005872707,0.0004307005,0.0001619569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009295536,"about_ca_system_score_gemma":0.0001395685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822152,"about_ca_topic_score_gemma":0.0002963242,"domain_scores_codex":[0.9986567,0.0001109467,0.0003102457,0.0004899601,0.0001092177,0.0003228931],"domain_scores_gemma":[0.9983022,0.000142752,0.0006332648,0.0005752363,0.0002410823,0.0001054408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001184758,0.0004219708,0.2293006,0.0002285873,0.001494324,0.0001336566,0.01380667,0.00003205212,0.6895744,0.0003725229,0.0484613,0.01498911],"study_design_scores_gemma":[0.008243909,0.001090401,0.7846833,0.0007544729,0.0007266885,0.0008030382,0.06491597,0.0000698093,0.04304115,0.0004885847,0.09418724,0.0009954256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925556,0.002208877,0.00009125833,0.0009261608,0.0002596467,0.0003188691,0.00002846976,0.0001437353,0.003467384],"genre_scores_gemma":[0.9509466,0.0005082929,0.0008288203,0.0000120671,0.000008730478,7.703623e-8,0.00004853572,0.00001464678,0.0476322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6465333,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505684753564875,"score_gpt":0.1953628036965573,"score_spread":0.1803059561609085,"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."}}