{"id":"W2751120458","doi":"10.1007/978-3-319-55654-3_2","title":"Histologic Examination and Ancillary Studies in Soft Tissue Pathology","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pathology; Soft tissue; Medicine; Differential diagnosis; Fluorescence in situ hybridization; In situ hybridization; Biology","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":[0.0005220994,0.0007276304,0.0004147184,0.001717063,0.000440069,0.001275753,0.0007602398,0.001081784,0.02572968],"category_scores_gemma":[0.001008639,0.000372258,0.0002862525,0.0007208033,0.001002131,0.001768237,0.0009098536,0.002076882,0.01590465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278571,"about_ca_system_score_gemma":0.0007044933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008165101,"about_ca_topic_score_gemma":0.004067195,"domain_scores_codex":[0.9997924,0.0000483266,0.00001655657,0.00002375902,0.0001050138,0.00001397704],"domain_scores_gemma":[0.9996349,0.0002166878,0.00001449646,0.00003077877,0.00008082459,0.00002237127],"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":[0.00002456676,0.00009236616,0.0006008304,0.0005926523,0.000009066282,0.001420355,0.000272504,0.0005541812,0.003242076,0.0555148,0.3415716,0.596105],"study_design_scores_gemma":[0.000002015033,0.00001497558,0.0006915889,0.0005198676,0.000006534813,0.005793378,0.0001207907,0.000189072,0.0008372098,0.03885419,0.9529581,0.00001227058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002553015,0.1551319,0.03570226,0.008408234,0.008216247,0.0001782435,0.0004865624,0.0004787513,0.7888448],"genre_scores_gemma":[0.01439299,0.134374,0.03867258,0.005874886,0.006426749,0.0001680992,0.0008084126,0.000333885,0.7989483],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02572968,"threshold_uncertainty_score":0.08607435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060921909972597,"score_gpt":0.3486501274338172,"score_spread":0.2425579364365575,"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."}}