{"id":"W4293167098","doi":"10.26650/b/et07.2021.003.02","title":"Medikal Ontolojiler","year":2021,"lang":"tr","type":"book-chapter","venue":"","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015778,0.001181659,0.0008544058,0.002090642,0.002188161,0.007671212,0.0009302611,0.001292691,0.04366473],"category_scores_gemma":[0.002335426,0.0008493635,0.001024288,0.001838736,0.002991222,0.008734676,0.004696049,0.005054679,0.035265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159635,"about_ca_system_score_gemma":0.002747481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003479479,"about_ca_topic_score_gemma":0.002434227,"domain_scores_codex":[0.9979563,0.000421963,0.0002690371,0.000581978,0.0005669459,0.0002037625],"domain_scores_gemma":[0.999183,0.0001896094,0.00009543183,0.0001855072,0.000287166,0.00005927007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004424774,0.0002007004,0.001245064,0.001216577,0.0001065425,0.001803099,0.004053682,0.002417802,0.008799826,0.5363265,0.0649932,0.3783945],"study_design_scores_gemma":[0.00005592505,0.0000663758,0.000911114,0.000368541,0.00004515997,0.001086542,0.00079459,0.001719575,0.003868671,0.08959201,0.9014377,0.00005380523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03707958,0.0126644,0.1980072,0.01161184,0.006925687,0.0003652806,0.00573212,0.01206356,0.7155502],"genre_scores_gemma":[0.3555749,0.03493806,0.2301352,0.00625093,0.003405789,0.0008502093,0.01566186,0.006558379,0.3466247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04366473,"threshold_uncertainty_score":0.146073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747517364405705,"score_gpt":0.2662000296090326,"score_spread":0.2387248559649756,"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."}}