{"id":"W2138386795","doi":"10.4297/najms.2010.2241","title":"Double staining immunohistochemistry.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Immunohistochemistry; Pathology; Staining","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001817129,0.00009306007,0.0001236863,0.0000300595,0.0001196195,0.00001003539,0.0001826314,0.0002068074,0.0007932148],"category_scores_gemma":[0.00003254583,0.00008305447,0.00004924962,0.00006474152,0.0001465479,0.00002911642,0.00005278498,0.0003885441,0.0001370831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001909965,"about_ca_system_score_gemma":0.00002719034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009226974,"about_ca_topic_score_gemma":0.00002318773,"domain_scores_codex":[0.9992523,0.00001481737,0.000127185,0.0001975398,0.00001262738,0.0003955977],"domain_scores_gemma":[0.9996259,0.00002324237,0.00005403491,0.0002403754,0.00003517556,0.00002131655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001604529,0.00004162848,0.004457877,0.000005420087,0.00006721655,0.000001986197,0.00008655659,1.798742e-7,0.864549,0.001344608,0.004330214,0.1249549],"study_design_scores_gemma":[0.001816629,0.00002092907,0.08832212,0.00000106793,0.00001687407,0.0001120065,0.00006882348,1.149419e-7,0.3530264,0.0001782987,0.5562408,0.0001959343],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392943,0.00075492,0.00000975978,0.0002084775,0.00194549,0.0002074204,0.000005280373,0.0000924035,0.05748196],"genre_scores_gemma":[0.9840711,0.000008662381,0.00002185844,0.0001116027,0.00007443999,0.0007202319,0.00003188475,0.000009315522,0.01495087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5519106,"threshold_uncertainty_score":0.8685146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117571202265647,"score_gpt":0.22492666664672,"score_spread":0.2131695464201553,"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."}}