{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318035,0.0001228301,0.000171753,0.0001362671,0.00005097695,0.00002628903,0.0003172963,0.0000281612,0.0003571882],"category_scores_gemma":[0.00004458425,0.0001122984,0.00005147049,0.0006079566,0.000239027,0.0005703371,0.00001517947,0.00007577056,0.00007931573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003951819,"about_ca_system_score_gemma":0.00004936842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009575872,"about_ca_topic_score_gemma":0.000002114004,"domain_scores_codex":[0.9989207,0.000007762045,0.0001883944,0.0002425723,0.0003426117,0.00029798],"domain_scores_gemma":[0.9994462,0.00008009991,0.00006063838,0.0002811592,0.00007043321,0.00006151866],"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":[0.000004393858,0.00004271579,0.001079175,0.00006616102,0.000005752966,8.595299e-7,0.0001095422,0.05208501,0.9419895,0.000003254999,0.00000324534,0.004610399],"study_design_scores_gemma":[0.0003371794,0.00003645175,0.0005429725,0.00007217169,0.00001841099,0.00000343381,0.0000744745,0.05137258,0.9467954,0.00007501147,0.0005203245,0.000151562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851433,0.0007001119,0.007412422,0.000005174053,0.0003256938,0.00019174,0.00001198545,0.0001213445,0.006088219],"genre_scores_gemma":[0.99597,0.00001424733,0.003786085,0.00001500321,0.00001721932,0.000008792784,0.000001484104,0.00001509852,0.0001721359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082662,"threshold_uncertainty_score":0.4579394,"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."}}