{"id":"W2047003578","doi":"10.1364/biomed.2010.bsud93","title":"Photoacoustic Microscopy and Spectroscopy of Individual Red Blood Cells","year":2010,"lang":"en","type":"article","venue":"","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Photoacoustic spectroscopy; Microscopy; Spectroscopy; Materials science; Optics; Photoacoustic imaging in biomedicine; Imaging spectroscopy; Optoelectronics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001195003,0.0001413955,0.0001786336,0.00007053212,0.00003228018,0.00003231201,0.000138424,0.00007305927,0.0002895178],"category_scores_gemma":[0.00001908799,0.0001352953,0.00002928244,0.00009473244,0.00008879037,0.00006757175,0.0000280487,0.0002638875,0.000005851657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000495561,"about_ca_system_score_gemma":0.00001903903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001707832,"about_ca_topic_score_gemma":0.000007704485,"domain_scores_codex":[0.9992787,0.000004891478,0.0001848045,0.0001453731,0.0001268789,0.000259316],"domain_scores_gemma":[0.9996177,0.0000689017,0.00002435622,0.0001874159,0.00001916555,0.00008248949],"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":[0.000002796615,0.00002344678,0.0003354266,0.00005942296,0.00003716541,0.000003358896,0.0001568869,0.00009231368,0.9980617,0.0000333129,0.001069573,0.0001245718],"study_design_scores_gemma":[0.0004387962,0.00002428852,0.001045928,0.00001376795,0.0000883777,0.00002813268,0.00008155988,0.006893311,0.9909409,0.0001023086,0.0001886051,0.0001540843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865065,0.00008804951,0.005239168,0.00001106516,0.0004711686,0.0001195813,0.00004115064,0.0001677185,0.007355606],"genre_scores_gemma":[0.9716132,0.00004402774,0.02810752,0.00004129048,0.00005274922,0.000004603428,0.000003981989,0.00002713726,0.0001054351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02286835,"threshold_uncertainty_score":0.5517182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003622997189151893,"score_gpt":0.1993642316769617,"score_spread":0.1957412344878098,"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."}}