{"id":"W4406815035","doi":"10.31661/jbpe.v0i0.2408-1806","title":"Concerns Regarding the Efficacy of Utilizing the Vibrational Response of Aminocyanine Molecules to Near Infrared Light for Cancer Cell Destruction","year":2025,"lang":"en","type":"article","venue":"Journal of Biomedical Physics and Engineering","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Infrared; Molecule; Materials science; Optoelectronics; Physics; Optics; Quantum mechanics","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":[0.0002706126,0.00006358325,0.0001186273,0.00002194987,0.00004751567,0.00001279555,0.0001417872,0.00005103926,0.000001159307],"category_scores_gemma":[0.0001808368,0.00003879956,0.00007156117,0.0001430056,0.00009037655,0.000007731249,0.0000525671,0.00007389028,2.230986e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001222071,"about_ca_system_score_gemma":0.0001183628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000654929,"about_ca_topic_score_gemma":5.938293e-7,"domain_scores_codex":[0.999454,0.00001532652,0.0002210218,0.00007256954,0.0001362465,0.0001008712],"domain_scores_gemma":[0.9995285,0.00009386711,0.00009037483,0.00008903009,0.0001551512,0.00004312038],"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":[0.0002897978,0.00002302589,0.0001232573,0.00006960387,0.00004637308,2.420264e-7,0.00007783014,0.0003232376,0.9960108,0.0001136674,0.0004851834,0.002436989],"study_design_scores_gemma":[0.0004780968,0.000195752,0.001696644,0.0001574903,0.00002789904,0.000003097233,0.0002246765,0.002318236,0.9885813,0.00003408964,0.006231506,0.00005118439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684508,0.001055086,0.02935557,0.0008851193,0.0001199645,0.00009814618,0.000009832952,0.000001217879,0.00002424768],"genre_scores_gemma":[0.9981641,0.0001921185,0.001330576,0.00003293783,0.0002465469,0.000005112013,0.000003295122,0.000005328941,0.0000199464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02971333,"threshold_uncertainty_score":0.15822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111535875514341,"score_gpt":0.2792154965552488,"score_spread":0.2680619090038147,"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."}}