{"id":"W4249802227","doi":"10.1007/978-0-387-39940-9_2202","title":"Clinical Test","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Test (biology); Computer science; Geology; Paleontology","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":[0.001212389,0.0006597847,0.0006860283,0.001492936,0.0004678961,0.00178137,0.001193622,0.0009038799,0.1802498],"category_scores_gemma":[0.006115685,0.0001655,0.0005354137,0.0008913763,0.0003876514,0.0008795451,0.001151643,0.001123822,0.1185194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006383203,"about_ca_system_score_gemma":0.001559379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507403,"about_ca_topic_score_gemma":0.001972682,"domain_scores_codex":[0.9990982,0.0001574253,0.00007893873,0.0001811966,0.0003981269,0.00008611498],"domain_scores_gemma":[0.9980134,0.000548034,0.0001062456,0.0002468215,0.0008192598,0.0002663128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002831384,0.0001532667,0.004065164,0.0003588175,0.0000209101,0.0008516007,0.0001321851,0.0001708003,0.001798482,0.007555398,0.5111535,0.4734568],"study_design_scores_gemma":[0.00006467776,0.0001555312,0.00465195,0.0004601506,0.00002723933,0.003109287,0.0001421054,0.0003092406,0.002381788,0.006534712,0.9821374,0.00002595504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007117933,0.007974552,0.0340225,0.01546219,0.005662369,0.001631129,0.02073564,0.004548462,0.9028453],"genre_scores_gemma":[0.0872895,0.01032113,0.05038783,0.02318151,0.004107571,0.001813373,0.02757798,0.002040711,0.7932804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1802498,"threshold_uncertainty_score":0.6029958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858704652810725,"score_gpt":0.3187889127468887,"score_spread":0.2802018662187815,"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."}}