{"id":"W2485741979","doi":"10.1016/b978-1-4160-6110-6.10833-9","title":"Online Case 78","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","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":[0.0001916247,0.001151387,0.0004261149,0.001890174,0.001262605,0.001582824,0.0009356451,0.003579886,0.2422682],"category_scores_gemma":[0.0007367715,0.000366378,0.0006904845,0.0007685038,0.0006692404,0.001716111,0.00173411,0.003675696,0.08085729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008095777,"about_ca_system_score_gemma":0.0005161616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147785,"about_ca_topic_score_gemma":0.003931622,"domain_scores_codex":[0.9998485,0.00001677838,0.00001062201,0.00002991794,0.00005311886,0.0000410162],"domain_scores_gemma":[0.9998685,0.00003665518,0.000008463736,0.00001711275,0.00002082362,0.00004838991],"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":[0.00003283719,0.000146606,0.0006236846,0.0001532949,0.00001251913,0.06285664,0.0001758293,0.0003647689,0.0008643601,0.02208966,0.8084596,0.1042203],"study_design_scores_gemma":[0.000009435372,0.00001802166,0.0005517,0.0002038294,0.000005467627,0.04571775,0.00009833056,0.0001220598,0.0001306744,0.005827432,0.9473058,0.000009522144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001650907,0.004439816,0.0004485836,0.006119357,0.006521123,0.00003722114,0.0001167836,0.00008122606,0.9805849],"genre_scores_gemma":[0.01523429,0.004752937,0.0009057402,0.004575294,0.003896107,0.00004209684,0.0002470186,0.0001024885,0.9702439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2422682,"threshold_uncertainty_score":0.8104678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485301223277788,"score_gpt":0.2698925299739994,"score_spread":0.2450395177412215,"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."}}