{"id":"W2769697870","doi":"10.3390/data2040038","title":"Antibody Exchange: Information Extraction of Biological Antibody Donation and a Web-Portal to Find Donors and Seekers","year":2017,"lang":"en","type":"article","venue":"Data","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Killam Trusts; National Institute of Mental Health; University of Oxford","keywords":"Computer science; Donation; Web resource; Resource (disambiguation); World Wide Web; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002399739,0.000759566,0.0006877283,0.01134992,0.0007930067,0.00144652,0.00084408,0.001416448,0.003172511],"category_scores_gemma":[0.008795556,0.0003062276,0.0007129646,0.007902154,0.0003913855,0.00261587,0.001913254,0.001016995,0.004215674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006201099,"about_ca_system_score_gemma":0.002018893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283834,"about_ca_topic_score_gemma":0.003347204,"domain_scores_codex":[0.9978704,0.000384974,0.0003912529,0.0005747724,0.0005991331,0.000179396],"domain_scores_gemma":[0.9938818,0.002401776,0.001040149,0.0009016359,0.001359778,0.0004148314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001368327,0.001396074,0.1197219,0.006283769,0.0002419045,0.005031696,0.002986212,0.005349092,0.03832524,0.01386908,0.1828045,0.6226224],"study_design_scores_gemma":[0.0001893988,0.0005465861,0.1192128,0.00112932,0.0003406848,0.00533573,0.004765907,0.09166166,0.08106337,0.02157412,0.6739839,0.0001965266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3138877,0.005389265,0.3310028,0.003134956,0.0007314478,0.003515571,0.2729775,0.03657469,0.03278607],"genre_scores_gemma":[0.2329251,0.001349777,0.4640737,0.0006209008,0.0001997288,0.002003596,0.2867447,0.0006033605,0.01147903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01134992,"threshold_uncertainty_score":0.0126912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04546032027114084,"score_gpt":0.3692602853675317,"score_spread":0.3237999650963909,"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."}}