{"id":"W4393165110","doi":"10.1088/1361-6560/ad3795","title":"Development of non-invasive flexible directional microwave ablation for central lung cancer: a simulation study","year":2024,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Microwave ablation; Antenna (radio); Lung cancer; Ablation; Medicine; Stage (stratigraphy); Biomedical engineering; Computer science; Telecommunications; Internal medicine; Biology","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":[0.0001629036,0.00007896613,0.0001635657,0.00007048373,0.0000478506,0.000005714762,0.00003929094,0.00002199223,0.00003381292],"category_scores_gemma":[0.000005022367,0.00006144193,0.00002256704,0.0001551649,0.00003780681,0.00003546895,0.0000207941,0.00009992484,4.925441e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004607624,"about_ca_system_score_gemma":0.0002024278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001631909,"about_ca_topic_score_gemma":0.00006837045,"domain_scores_codex":[0.9993735,0.00002204045,0.0001835695,0.000177542,0.0000535285,0.0001898418],"domain_scores_gemma":[0.99966,0.0001805237,0.00003396056,0.00004379794,0.00005548398,0.0000262197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002077422,0.0006509047,0.3083985,0.0004134865,0.0006551928,5.985679e-7,0.01301452,0.005750628,0.2401945,0.03694784,0.0005532163,0.3932129],"study_design_scores_gemma":[0.008485445,0.001734255,0.07469692,0.0008219598,0.0002554955,5.739433e-7,0.005553111,0.7270909,0.1076298,0.06057521,0.01240255,0.0007537762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776068,0.0005130407,0.1206049,0.0001423422,0.0001517981,0.0005555276,0.00001452523,0.000008618547,0.0004024485],"genre_scores_gemma":[0.9989281,0.00002046197,0.000418369,0.000009357736,0.0003659106,0.0001048053,0.00008334998,0.000006310214,0.00006333613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7213403,"threshold_uncertainty_score":0.2505529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587300913975413,"score_gpt":0.4659416632292008,"score_spread":0.3072115718316595,"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."}}