{"id":"W2477218446","doi":"10.1017/cbo9781139150040.009","title":"Differential diagnosis","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Geology","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":[0.0002565555,0.0009525475,0.0007132551,0.002393306,0.0007608935,0.001411013,0.001078865,0.00202743,0.05119585],"category_scores_gemma":[0.002307747,0.0002222275,0.0004783684,0.001002936,0.0008856931,0.001881371,0.001333317,0.002411997,0.02351178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006292912,"about_ca_system_score_gemma":0.0008722886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009461295,"about_ca_topic_score_gemma":0.001495396,"domain_scores_codex":[0.9997284,0.00003622136,0.0000286516,0.00005693477,0.00009055889,0.00005926991],"domain_scores_gemma":[0.9996929,0.0001073204,0.00002741437,0.000037747,0.00007324672,0.00006139698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001292251,0.0000985961,0.004487892,0.0007776305,0.0000240097,0.1202381,0.0005764269,0.0002894993,0.003308659,0.03887948,0.4011385,0.430052],"study_design_scores_gemma":[0.00001964308,0.00003879646,0.002403127,0.001098817,0.0000336939,0.3227143,0.0004856781,0.0002668111,0.0007988135,0.02735922,0.6447541,0.00002691849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01357972,0.1009186,0.01692903,0.03089289,0.02128334,0.0002624861,0.001364287,0.0006866712,0.814083],"genre_scores_gemma":[0.2177059,0.1041837,0.0233691,0.04746175,0.03190228,0.0003240787,0.004238785,0.000384647,0.5704299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05119585,"threshold_uncertainty_score":0.1712672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525338128183511,"score_gpt":0.2169366679091739,"score_spread":0.1916832866273388,"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."}}