{"id":"W2485261468","doi":"10.1017/cbo9780511781292","title":"Diagnostic Pediatric Hematopathology","year":2011,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hematopathology; Medicine; Medical diagnosis; Hematologic disorders; Pediatric Surgeon; Pediatric oncology; Pediatrics; Pathology; Intensive care medicine; Pediatric surgery; Internal medicine; Surgery; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002363518,0.0007737413,0.0003859315,0.001439724,0.0007609124,0.00140957,0.0005421532,0.0008919184,0.05273229],"category_scores_gemma":[0.001392955,0.0002738911,0.0003200904,0.0008973954,0.0006594091,0.001409407,0.001024823,0.002393499,0.02572993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007424835,"about_ca_system_score_gemma":0.001223425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008084205,"about_ca_topic_score_gemma":0.002385571,"domain_scores_codex":[0.9997435,0.00005263064,0.00001732945,0.00003608124,0.0001241653,0.00002626366],"domain_scores_gemma":[0.9995067,0.0001708371,0.00004504037,0.00004139875,0.0001581668,0.00007794624],"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":[0.00001721446,0.00002084667,0.0005242134,0.0002780547,0.000004005928,0.001179345,0.0001725001,0.0001800781,0.0009679884,0.01781897,0.7301742,0.2486626],"study_design_scores_gemma":[0.000001575041,0.000004472064,0.0002366971,0.0002018335,0.000002008803,0.004866956,0.00003226181,0.00003975612,0.0001444169,0.002702125,0.9917647,0.000003101587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001759273,0.09842943,0.01455998,0.01190297,0.01490466,0.0001662757,0.0007249076,0.001167128,0.8563853],"genre_scores_gemma":[0.0228609,0.1204027,0.0342916,0.01663401,0.009332301,0.0001734307,0.001314551,0.0004806216,0.79451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05273229,"threshold_uncertainty_score":0.1764071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693334368263506,"score_gpt":0.2164087551514798,"score_spread":0.1894754114688447,"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."}}