{"id":"W3107069133","doi":"10.1007/978-1-0716-1001-5_17","title":"Assessment of Lung Eosinophils In Situ Using Immunohistological Staining","year":2020,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Staining; Eosinophil; Pathology; H&E stain; Lung; Antibody; Granule (geology); Eosin; Biology; Chemistry; Immunology; Medicine; Internal medicine; Asthma","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":[0.001009669,0.0006846237,0.0004199478,0.0009991161,0.000503989,0.0004665909,0.0004528988,0.0006947314,0.004281997],"category_scores_gemma":[0.0003751205,0.0004677773,0.0004179745,0.0005514772,0.0004831352,0.0006689458,0.0004690344,0.001365704,0.001077521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860705,"about_ca_system_score_gemma":0.0001925355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003606039,"about_ca_topic_score_gemma":0.0008696938,"domain_scores_codex":[0.9992872,0.000154998,0.00009043626,0.00014768,0.0001632577,0.0001565795],"domain_scores_gemma":[0.9996465,0.00009288175,0.00004547209,0.00006112114,0.0001033961,0.00005043108],"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":[0.00009659902,0.00005860877,0.0006354133,0.0001025774,0.00001203475,0.00007893828,0.00004787387,0.00003190815,0.995784,0.0004516379,0.00004801319,0.002652342],"study_design_scores_gemma":[0.0000886825,0.0006445692,0.0175742,0.00007050851,0.0001255298,0.0009063286,0.0002192018,0.004244313,0.9676467,0.0008996078,0.007563503,0.00001685187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7200568,0.01019621,0.2438606,0.0006882594,0.000510263,0.0009399629,0.001091324,0.0007848761,0.02187155],"genre_scores_gemma":[0.7382613,0.006856093,0.2319793,0.0003877493,0.0002922986,0.001364331,0.001437927,0.0001950892,0.01922593],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004281997,"threshold_uncertainty_score":0.01432472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365900747085815,"score_gpt":0.4716206153711436,"score_spread":0.4179616079002855,"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."}}