{"id":"W4234958986","doi":"10.5214/ans.0972-7531.1017314","title":"Immunostaining pictures","year":2010,"lang":"en","type":"article","venue":"Annals of Neurosciences","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immunostaining; Computer science; Medicine; Pathology; Computer graphics (images); Immunohistochemistry","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":[0.0007720628,0.001808447,0.001153768,0.003123708,0.002129063,0.001302667,0.001372546,0.002551554,0.1265089],"category_scores_gemma":[0.0006147203,0.001697545,0.00174181,0.001862353,0.001080353,0.001451963,0.000689022,0.003391142,0.05541685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402426,"about_ca_system_score_gemma":0.001088066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00462301,"about_ca_topic_score_gemma":0.0103959,"domain_scores_codex":[0.9990718,0.00007431638,0.00007452334,0.000307263,0.000269538,0.000202443],"domain_scores_gemma":[0.9992011,0.0001192052,0.00005836786,0.0002098923,0.0002577036,0.0001536781],"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":[0.0005228336,0.000259391,0.0009151145,0.001153087,0.0001276401,0.001583429,0.0002564658,0.0007128802,0.9014122,0.01734317,0.04694701,0.02876668],"study_design_scores_gemma":[0.0003215256,0.0003550032,0.02073636,0.0005138994,0.0002430217,0.008743824,0.0002897159,0.005931033,0.3626708,0.008410722,0.5916123,0.0001717613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1071548,0.0150317,0.3171185,0.01002669,0.006495947,0.002396294,0.05059904,0.01923323,0.4719437],"genre_scores_gemma":[0.132507,0.0110576,0.4032604,0.004921195,0.001244222,0.002972629,0.04477176,0.008902358,0.3903628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1265089,"threshold_uncertainty_score":0.4232143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04835947738993511,"score_gpt":0.3535952074906541,"score_spread":0.305235730100719,"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."}}