{"id":"W4416331498","doi":"10.1111/jmi.70048","title":"Review of expansion microscopy combined with advanced imaging modalities","year":2025,"lang":"en","type":"article","venue":"Journal of Microscopy","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Microscopy; Light sheet fluorescence microscopy; Fluorescence microscope; Photoactivated localization microscopy; STED microscopy; Biological specimen; Super-resolution microscopy; Resolution (logic); Optical microscope","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":[0.000881078,0.001018052,0.001204683,0.003903223,0.0004530173,0.001215205,0.001057049,0.001322057,0.004868519],"category_scores_gemma":[0.0009306711,0.0006750887,0.0007145944,0.00321445,0.0006096988,0.002480853,0.0008558644,0.001775513,0.002710039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008012246,"about_ca_system_score_gemma":0.0009848389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124119,"about_ca_topic_score_gemma":0.001183254,"domain_scores_codex":[0.9996112,0.00006588035,0.00005652496,0.00008499379,0.0001482076,0.00003325321],"domain_scores_gemma":[0.9994323,0.0002722524,0.00006064348,0.00002111197,0.0001780345,0.00003566903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008461411,0.00008408223,0.0002312415,0.03078892,0.0001382123,0.0004918338,0.0001365896,0.0008091746,0.01434188,0.01517388,0.06494034,0.8727793],"study_design_scores_gemma":[0.000004558087,0.0000623197,0.0004600472,0.001660055,0.00005159877,0.001298115,0.00002763917,0.0001649514,0.001890121,0.00157904,0.9927768,0.00002486919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001887842,0.9952996,0.001107748,0.0003347214,0.0005617476,0.00001006461,0.00002954781,0.00001749333,0.002450228],"genre_scores_gemma":[0.001213359,0.9942963,0.001623011,0.0004551915,0.0007581622,0.00002031189,0.00006039977,0.00000920835,0.00156418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004868519,"threshold_uncertainty_score":0.01628679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003791623190412275,"score_gpt":0.3006337301534339,"score_spread":0.2968421069630217,"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."}}