{"id":"W4408569495","doi":"10.1021/acsabm.4c01986","title":"Selective Photothermal Eradication of Glioblastoma Cells Coexisting with Astrocytes by Anti-EGFR-Coated Raman Tags","year":2025,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Science and Technology Council","keywords":"Photothermal therapy; Glioblastoma; Raman spectroscopy; Cancer research; Chemistry; Medicine; Nanotechnology; Materials science; Physics; Optics","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":[0.0001003414,0.0002651628,0.0001817897,0.0001079601,0.00009641366,0.0001787617,0.0001599138,0.0002051886,0.0003749784],"category_scores_gemma":[0.00006941347,0.0001044155,0.0001971143,0.00007249798,0.0001426333,0.0001342367,0.0001811718,0.0001821631,0.0001725923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134977,"about_ca_system_score_gemma":0.0001099013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005633297,"about_ca_topic_score_gemma":0.001231639,"domain_scores_codex":[0.9999067,0.00001006558,0.000004578156,0.00002235433,0.00002966808,0.00002665956],"domain_scores_gemma":[0.9999666,0.000005670909,0.00001273594,0.000003462262,0.000006397413,0.000005081092],"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":[0.00001009424,0.000004661948,0.00003795807,0.000010774,0.000001199313,0.0000241758,0.000008886649,0.00003531966,0.9992269,0.00003189435,0.000017751,0.0005903104],"study_design_scores_gemma":[0.000001453397,0.00004571453,0.000356422,0.000001049707,0.000003109637,0.00005128718,0.00000899335,0.0006059875,0.9985393,0.00000743835,0.0003773291,0.000001851469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895166,0.0006321238,0.008208279,0.00004284849,0.00002456401,0.00002083159,0.0000569854,0.00008256522,0.001415117],"genre_scores_gemma":[0.9881572,0.000636349,0.008117346,0.00004605913,0.0000091571,0.00003589046,0.00007624955,0.00001889216,0.002902795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005633297,"threshold_uncertainty_score":0.00125438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002840209435408595,"score_gpt":0.1855379115328904,"score_spread":0.1826977020974818,"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."}}