{"id":"W2039129882","doi":"10.4236/jmp.2014.518208","title":"Experimental Validation and Simulation of Fourier and Non-Fourier Heat Transfer Equation during Laser Nano-Phototherapy of Lung Cancer Cells: An <i>in Vitro</i> Assay","year":2014,"lang":"en","type":"article","venue":"Journal of Modern Physics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fourier transform; In vitro; Materials science; Laser; Fourier analysis; Chemistry; Physics; Optics; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004616837,0.0002484658,0.0004516333,0.0001393082,0.00006347904,0.00004233547,0.00009648292,0.0001063592,0.00003062948],"category_scores_gemma":[0.00001888403,0.0002472816,0.00009680399,0.0001263935,0.00005559554,0.0006060182,0.00001185625,0.0002114122,5.025651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391994,"about_ca_system_score_gemma":0.00003772525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002959722,"about_ca_topic_score_gemma":0.00001923076,"domain_scores_codex":[0.998429,0.00009199594,0.0006047047,0.0001901089,0.0004338549,0.0002503511],"domain_scores_gemma":[0.9992834,0.0001532861,0.0001144351,0.0002033311,0.0001397971,0.0001057307],"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":[0.0001141597,0.00006227262,0.0002208212,0.00009318304,0.00005274277,2.133621e-7,0.002929379,0.4221302,0.5728859,0.000002110176,0.000005255011,0.001503777],"study_design_scores_gemma":[0.001280044,0.00002404727,0.0003453658,0.0001532528,0.00007026444,0.000004070178,0.00001820037,0.4695919,0.5281626,0.0001368816,0.00005007702,0.0001633325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6186303,0.000385517,0.380676,0.000007869774,0.0001154452,0.0001255825,0.00001824062,0.00001061071,0.00003046124],"genre_scores_gemma":[0.9956557,0.0001486424,0.003840024,0.00001814919,0.0002295986,0.000007799348,0.00001835173,0.00006177481,0.00002003268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770254,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596176174387216,"score_gpt":0.2614149709367801,"score_spread":0.2454532091929079,"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."}}