{"id":"W2031338918","doi":"10.1016/j.ymeth.2008.05.011","title":"Combined scanning probe and total internal reflection fluorescence microscopy","year":2008,"lang":"en","type":"review","venue":"Methods","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Total internal reflection fluorescence microscope; Microscopy; Biomolecule; Scanning probe microscopy; Vibrational analysis with scanning probe microscopy; Total internal reflection; Scanning ion-conductance microscopy; Photoactivated localization microscopy; Nanotechnology; Fluorescence microscope; Resolution (logic); Materials science; Reflection (computer programming); Optics; Fluorescence; Optical microscope; Microscope; Super-resolution microscopy; Scanning confocal electron microscopy; Physics; Computer science; Scanning electron microscope; Optoelectronics; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003711387,0.000500229,0.0009105349,0.0001329872,0.0001514473,0.00004790257,0.0003190193,0.0005494346,0.000006028938],"category_scores_gemma":[0.0002468626,0.0004545067,0.0002537967,0.0001926434,0.0002791668,0.000007963497,0.0003924448,0.0004772602,0.00000372563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007497465,"about_ca_system_score_gemma":0.0001633998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001430529,"about_ca_topic_score_gemma":9.999777e-7,"domain_scores_codex":[0.9977048,0.0005036291,0.000497124,0.0008170629,0.0001053396,0.0003720198],"domain_scores_gemma":[0.9989403,0.00004701764,0.0003214862,0.0005079206,0.00007642384,0.0001067748],"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":[0.0000271985,0.00002234041,0.00001285399,0.0009519533,0.00004761397,0.000006343774,0.00001710856,1.008996e-7,0.2288833,0.000009205628,0.0006605378,0.7693614],"study_design_scores_gemma":[0.0001475627,0.0003738909,0.000005405323,0.002949015,0.00008367806,0.0005470839,0.000004487992,0.000006580017,0.1900581,0.00005339049,0.8052578,0.0005130488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001804062,0.7179755,0.281114,0.000003756133,0.000217988,0.0004747698,0.00001181277,0.00005514464,0.0001290413],"genre_scores_gemma":[5.076312e-7,0.5325423,0.4666677,0.00001577021,0.0001177303,0.00007891894,0.00006209983,0.00005212548,0.0004628758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8045973,"threshold_uncertainty_score":0.9997907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376588496874353,"score_gpt":0.4431827734809141,"score_spread":0.4055239237934788,"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."}}