{"id":"W4414919411","doi":"10.1016/j.bas.2025.105258","title":"Protoporphyrin-XI and other Fluorophores: Abundance versus Histological Cellularity in Fluorescence-Guided Glioma Surgery","year":2025,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Porphyrin and Phthalocyanine Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Glioma; Abundance (ecology); Immunohistochemistry; Astrocytoma; Antibody","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":[0.0007446517,0.0002125466,0.0001660494,0.0005668732,0.0001936717,0.0003515363,0.0002189077,0.0003330952,0.000459261],"category_scores_gemma":[0.0008219539,0.000227341,0.00008482317,0.0003149855,0.0004622355,0.0005246591,0.0003716217,0.0003116811,0.0001054352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223615,"about_ca_system_score_gemma":0.0002639251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008347307,"about_ca_topic_score_gemma":0.001326881,"domain_scores_codex":[0.9997864,0.0001135025,0.000008099152,0.00002742355,0.00004088763,0.00002372079],"domain_scores_gemma":[0.9997637,0.000119364,0.00004698339,0.0000124819,0.00002461048,0.00003296537],"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":[0.003988868,0.00008464639,0.01127018,0.0003152638,0.00003766243,0.0003100018,0.0001841104,0.001413597,0.9434744,0.0008426682,0.0001456227,0.03793297],"study_design_scores_gemma":[0.00006135181,0.002699248,0.04859207,0.00004477012,0.0001937465,0.00212537,0.0004159519,0.0157862,0.9265049,0.0007192229,0.002826715,0.00003046408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888484,0.003862361,0.005833312,0.0001253563,0.000009111074,0.00001305481,0.00002616007,0.00003243009,0.001249851],"genre_scores_gemma":[0.9952902,0.001448413,0.002598956,0.00001650228,0.00001186589,0.00001073352,0.00001799015,0.00001002231,0.0005953935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008347307,"threshold_uncertainty_score":0.003938138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509181192364958,"score_gpt":0.2874145478176274,"score_spread":0.2523227358939778,"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."}}