{"id":"W2005343334","doi":"10.1109/ultsym.2011.0293","title":"Realtime portable in vivo optical-resolution photoacoustic microscopy","year":2011,"lang":"en","type":"article","venue":"","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Galvanometer; Microscopy; Resolution (logic); Bundle; Imaging phantom; Materials science; Optics; Optical fiber; In vivo; Photoacoustic effect; Photoacoustic imaging in biomedicine; Optical microscope; Biomedical engineering; Computer science; Laser; Physics; Engineering; Scanning electron microscope; Artificial intelligence; Biology","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":[0.0006861162,0.0006630525,0.0003514036,0.000380697,0.000233622,0.0005095372,0.001091934,0.0006456908,0.00493513],"category_scores_gemma":[0.0005511372,0.0004515456,0.0002456504,0.0002186061,0.0002979312,0.0006902408,0.0007658661,0.00106164,0.001361056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256301,"about_ca_system_score_gemma":0.0003742049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005344697,"about_ca_topic_score_gemma":0.0008034437,"domain_scores_codex":[0.9995326,0.00005065446,0.0000169108,0.0001492901,0.0002074608,0.0000430805],"domain_scores_gemma":[0.9996351,0.00008830097,0.00007492448,0.00008685956,0.00006499862,0.00004979094],"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":[0.00004085244,0.00002486104,0.00008701095,0.00004756353,0.000003648421,0.00003905691,0.00001354118,0.000232425,0.989175,0.0001656765,0.0004527161,0.009717684],"study_design_scores_gemma":[0.00005021645,0.0004738551,0.002229697,0.00001204402,0.00002405421,0.001732813,0.00002154504,0.01091026,0.9726763,0.0002085551,0.01162218,0.00003855336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1854773,0.001477423,0.7965511,0.0005400217,0.0002810306,0.0005901402,0.00111363,0.007063777,0.006905498],"genre_scores_gemma":[0.3506401,0.001538245,0.6327681,0.0002800156,0.0001889916,0.0006196521,0.0008836285,0.0003491311,0.0127321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00493513,"threshold_uncertainty_score":0.01650959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276291895040368,"score_gpt":0.2077596214059916,"score_spread":0.194996702455588,"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."}}