{"id":"W2945545459","doi":"10.1126/sciadv.aan9388","title":"Precise closure of single blood vessels via multiphoton absorption–based photothermolysis","year":2019,"lang":"en","type":"article","venue":"Science Advances","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health; BC Cancer Agency","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China; Canadian Dermatology Foundation","keywords":"Absorption (acoustics); Closure (psychology); Laser; Computer science; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003488791,0.0004398469,0.0003738747,0.0003275128,0.0002647682,0.000393475,0.0005171751,0.0006786831,0.0006119611],"category_scores_gemma":[0.0003798639,0.0003686258,0.000343758,0.0001470174,0.000531961,0.0005707779,0.0006103566,0.0009695991,0.0002173137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018207,"about_ca_system_score_gemma":0.000203336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001665257,"about_ca_topic_score_gemma":0.0003048576,"domain_scores_codex":[0.9997146,0.00003473984,0.00001551423,0.00009744135,0.00009459582,0.00004307939],"domain_scores_gemma":[0.9995493,0.0001529024,0.0001727122,0.0000717294,0.00002023539,0.00003309891],"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":[0.00001487477,0.00001416583,0.00003584043,0.00002729369,0.000003269967,0.00005410386,0.00001953856,0.0001555613,0.9971821,0.0001626893,0.00003817832,0.00229232],"study_design_scores_gemma":[0.000005696326,0.0001231596,0.0004024053,0.000003259758,0.000006606468,0.0002528455,0.000007821774,0.001778475,0.9958262,0.00009512674,0.001491486,0.00000682608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6720123,0.006294553,0.3169666,0.0003861064,0.0001638166,0.0001795074,0.0001082959,0.000755242,0.003133661],"genre_scores_gemma":[0.9126673,0.002404582,0.08204539,0.0001427283,0.00005843927,0.000154147,0.00006323066,0.00008398299,0.002380167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006786831,"threshold_uncertainty_score":0.002047241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004998953765686533,"score_gpt":0.2108745503985108,"score_spread":0.2058755966328243,"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."}}