{"id":"W4392717960","doi":"10.1117/12.3000396","title":"Modeling wavelength dependence of laser tumor hyperthermic treatments","year":2024,"lang":"en","type":"article","venue":"","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Multiphysics; Laser; Breast cancer; Wavelength; Materials science; Infrared; Cancer; Optoelectronics; Apoptosis; Necrosis; Biomedical engineering; Optics; Medicine; Finite element method; Chemistry; Internal medicine; Physics","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":[0.0001779619,0.0003849378,0.0003447953,0.0003589034,0.0003466063,0.0006409993,0.0006820552,0.001113919,0.004303278],"category_scores_gemma":[0.001014752,0.0003846846,0.0006188054,0.0003594774,0.0003181527,0.0005465171,0.0002720438,0.0004338936,0.0007897245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244914,"about_ca_system_score_gemma":0.0008897586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123486,"about_ca_topic_score_gemma":0.007348842,"domain_scores_codex":[0.9998683,0.00001864981,0.000005343103,0.00002464047,0.00005430846,0.00002864495],"domain_scores_gemma":[0.9996101,0.0002038526,0.00005284762,0.00002092524,0.00009631967,0.00001608236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001899067,0.00003183846,0.0007336925,0.00003347817,0.000007828377,0.0000404358,0.00003139712,0.9900743,0.00511991,0.000984973,0.000293128,0.002629852],"study_design_scores_gemma":[0.000003838509,0.0000172009,0.0003254151,0.000003691222,0.000005482842,0.00001696205,0.00001390555,0.9962829,0.002139872,0.0002993587,0.0008862664,0.000005244003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6414388,0.001233217,0.2698958,0.001157512,0.0001876912,0.0002816627,0.001897343,0.001517913,0.08239003],"genre_scores_gemma":[0.9690871,0.0004060967,0.01590161,0.0001295059,0.00001246294,0.0001998721,0.0003493182,0.0002170117,0.01369697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123486,"threshold_uncertainty_score":0.02233893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265612757478038,"score_gpt":0.2204367203354894,"score_spread":0.207780592760709,"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."}}