{"id":"W2075859678","doi":"10.1364/boe.5.000208","title":"Pulsetrain-burst mode, ultrafast-laser interactions with 3D viable cell cultures as a model for soft biological tissues","year":2013,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laser; Confocal microscopy; Confocal; Microscopy; Materials science; Biophysics; Irradiation; Confocal laser scanning microscopy; DNA damage; Optics; Biomedical engineering; DNA; Chemistry; Cell biology; Biology; Medicine","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":[0.00007356182,0.0002881162,0.000287863,0.00008741381,0.0001070541,0.000194306,0.000359403,0.0002470804,0.0001450456],"category_scores_gemma":[0.0000592426,0.0002015103,0.00005473361,0.0001234803,0.0002151226,0.0003026577,0.00006366996,0.0002098358,0.00005900542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005224846,"about_ca_system_score_gemma":0.00003278363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004032335,"about_ca_topic_score_gemma":0.000002392039,"domain_scores_codex":[0.9986669,0.00001446879,0.0003025996,0.0003151599,0.000236329,0.000464479],"domain_scores_gemma":[0.9992108,0.00009472467,0.00004911861,0.0002611412,0.000127583,0.0002566112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00011337,0.0006017231,0.00001477464,0.0007027931,0.0001166971,0.00001476035,0.001013146,0.03204716,0.9159682,0.0003702856,0.04665898,0.002378153],"study_design_scores_gemma":[0.0004345497,0.0001863336,0.000002538338,0.0001220788,0.00002816306,0.00001194691,0.00006618478,0.7890618,0.1939157,0.00245901,0.01330789,0.0004038908],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2394517,0.00006650362,0.7544772,0.0003417077,0.0003613386,0.0008924121,0.0002531763,0.001717155,0.002438852],"genre_scores_gemma":[0.8407834,0.00003622874,0.1573342,0.0001320576,0.0001973853,0.0005306331,0.000159904,0.00006220468,0.0007640057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7570146,"threshold_uncertainty_score":0.8217351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479617650028257,"score_gpt":0.2610514273687394,"score_spread":0.2462552508684569,"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."}}