{"id":"W4408828208","doi":"10.70477/mpbn6873","title":"INVESTIGATING THE EFFECTS OF PULSED ELECTRIC FIELDS (PEFS) ON HUMAN OSTEOSARCOMA CELLS FOR OPTIMIZING ELECTROCHEMOTHERAPIES","year":2024,"lang":"en","type":"article","venue":"","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Osteosarcoma; Electric field; Materials science; Optoelectronics; Computer science; Physics; Biology; Cancer research","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":[0.0002653738,0.0001256205,0.0001162162,0.00005563604,0.0000942054,0.00003780198,0.0001579535,0.0001179184,0.00001208248],"category_scores_gemma":[0.0001749046,0.00008993969,0.000105375,0.0001556999,0.00003592361,0.000002967467,0.00002735827,0.0001147186,0.000001115863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001296143,"about_ca_system_score_gemma":0.00004357444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001063387,"about_ca_topic_score_gemma":0.000004624639,"domain_scores_codex":[0.9992457,0.00009425585,0.0001729997,0.0002356185,0.00006593734,0.0001854702],"domain_scores_gemma":[0.9993889,0.0002707139,0.0000537691,0.0002138633,0.00004801178,0.00002470495],"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":[0.00001265084,0.00001584598,0.000004485764,0.0001646495,0.00005762528,1.814127e-7,0.00009583661,0.00003439455,0.9925059,0.001071567,0.00255622,0.003480639],"study_design_scores_gemma":[0.0002136171,0.0006954863,0.00001008126,0.00004613069,0.0000167432,0.00000178568,0.00002330416,0.0005069002,0.9948831,0.0006439745,0.002853912,0.0001049659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134606,0.0008382273,0.08316765,0.0004194202,0.0001772903,0.0006039045,0.000002123037,0.00003611935,0.001294705],"genre_scores_gemma":[0.9863862,0.00003775744,0.01119578,0.0008199774,0.0001809157,0.0000477407,0.00001646333,0.00002905187,0.001286121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07292563,"threshold_uncertainty_score":0.3667634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164125038160436,"score_gpt":0.3105396927776297,"score_spread":0.2941271889615861,"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."}}