{"id":"W2585167862","doi":"10.1007/978-1-4939-6788-9_14","title":"Tissue Fixation and Processing for the Histological Identification of Lipids","year":2017,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Economía y Competitividad","keywords":"Fixation (population genetics); Staining; Pathology; Biology; Chemistry; Biochemistry; Medicine","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":[0.001280323,0.001870516,0.001049247,0.002924834,0.001656004,0.0007256309,0.00161745,0.001076657,0.02630625],"category_scores_gemma":[0.001198596,0.001317966,0.001384504,0.001631182,0.001036054,0.001163413,0.0009635359,0.003611716,0.01285884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006729834,"about_ca_system_score_gemma":0.002127186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848283,"about_ca_topic_score_gemma":0.008144334,"domain_scores_codex":[0.9993193,0.00003548201,0.00008693901,0.0002270035,0.0001912947,0.0001398831],"domain_scores_gemma":[0.9989222,0.0001835131,0.0001061072,0.0003642653,0.0003052777,0.0001186018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001836738,0.00008258284,0.0003523138,0.0003060744,0.000022079,0.0004563943,0.0001251751,0.0001351516,0.9810662,0.002195786,0.001187182,0.0138872],"study_design_scores_gemma":[0.000222461,0.001033393,0.01747748,0.0004397081,0.0002809378,0.003995069,0.0002262101,0.003010701,0.8388377,0.004990107,0.1293613,0.0001249886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1081942,0.005498494,0.8221473,0.0008402027,0.001856355,0.008826419,0.006847653,0.003994239,0.04179518],"genre_scores_gemma":[0.07672972,0.007060627,0.8587888,0.00100899,0.0003307537,0.009157369,0.008673443,0.002136316,0.03611396],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02630625,"threshold_uncertainty_score":0.08800316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396628253346091,"score_gpt":0.4464562735195361,"score_spread":0.4124899909860752,"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."}}