{"id":"W4213350939","doi":"10.1002/9780470947821.ch4","title":"Ancillary Techniques","year":2011,"lang":"en","type":"other","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Immunocytochemistry; Grading (engineering); Immunohistochemistry; Computer science; Biology; Pathology; Medicine; Ecology","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":[0.002408634,0.001138246,0.0007400651,0.003290569,0.001122422,0.001932114,0.001384701,0.0009782144,0.05185529],"category_scores_gemma":[0.002341913,0.0005171642,0.0009954789,0.001667715,0.0007516562,0.002025279,0.001219664,0.002153769,0.02294608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007116151,"about_ca_system_score_gemma":0.0009731681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817254,"about_ca_topic_score_gemma":0.004878845,"domain_scores_codex":[0.9989811,0.0001607574,0.0001132653,0.0001813972,0.0004594013,0.000104098],"domain_scores_gemma":[0.9988052,0.000243514,0.000118654,0.0003032955,0.0004449218,0.00008434581],"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":[0.0004560673,0.0002309256,0.007480605,0.00184899,0.00009606858,0.0036332,0.0002679949,0.0004066252,0.08063584,0.02508775,0.08151653,0.7983393],"study_design_scores_gemma":[0.00004217658,0.0001904363,0.01204409,0.001079609,0.0001834452,0.02283097,0.0003064012,0.001297359,0.06690745,0.006740962,0.8883089,0.00006819817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04052413,0.1173578,0.2137337,0.008051111,0.007562584,0.001819982,0.005661119,0.005707389,0.5995823],"genre_scores_gemma":[0.09455165,0.07330174,0.431539,0.004784716,0.002727469,0.00139945,0.008696614,0.002082471,0.3809168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05185529,"threshold_uncertainty_score":0.1734732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838457974532966,"score_gpt":0.2801128973962235,"score_spread":0.2517283176508938,"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."}}