{"id":"W2073699477","doi":"10.1016/j.jip.2008.04.008","title":"Immunophenotyping of Mya arenaria neoplastic hemocytes using propidium iodide and a specific monoclonal antibody by flow cytometry","year":2008,"lang":"en","type":"article","venue":"Journal of Invertebrate Pathology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"Canada Research Chairs","keywords":"Propidium iodide; Flow cytometry; Biology; Staining; Monoclonal antibody; Molecular biology; Pathology; Immunophenotyping; Monoclonal; Antibody; Immunology; Apoptosis; Biochemistry; Genetics; Medicine; Programmed cell death","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000513573,0.0002381698,0.0005982614,0.0001693168,0.0002455917,0.00001306215,0.0002769702,0.0002256591,0.001834706],"category_scores_gemma":[0.0001100309,0.0001985845,0.0001068987,0.0003100995,0.0009476111,0.0003607406,0.0001769442,0.0004267966,0.0001147494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247298,"about_ca_system_score_gemma":0.00009014537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003035779,"about_ca_topic_score_gemma":0.00000867569,"domain_scores_codex":[0.9980061,0.0002333763,0.0008307903,0.000271286,0.0002771461,0.0003812803],"domain_scores_gemma":[0.9987693,0.0001275676,0.0007211605,0.0001851016,0.00005959,0.0001372511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000138598,0.0002094214,0.3209951,0.00001677704,0.0000343074,0.0006400468,0.0004674225,0.0002330844,0.6741153,0.00001719459,0.002117226,0.001015519],"study_design_scores_gemma":[0.006540393,0.003181364,0.7086709,0.0002497844,0.0004084891,0.03694186,0.0008930608,0.08105319,0.1581245,0.001867915,0.0006958577,0.001372622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899951,0.0005787047,0.008568695,0.0001076061,0.0004941701,0.0001255301,0.00001088512,0.000008691371,0.0001105781],"genre_scores_gemma":[0.9853839,0.0002603856,0.01398161,0.0001933385,0.00007057267,0.000001691753,0.000006037609,0.00002055669,0.00008187335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5159908,"threshold_uncertainty_score":0.9990777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884137042284665,"score_gpt":0.2388783556575174,"score_spread":0.2200369852346708,"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."}}