{"id":"W2007305576","doi":"10.1118/1.2030978","title":"Sci-PM Thurs - 08: Development of a lung tumour model for validating three-dimensional thoracoscopic ultrasound imaging","year":2005,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Lung; Brachytherapy; Ultrasound; Nuclear medicine; Lung cancer; Radiology; Biomedical engineering; Radiation therapy; Pathology","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":[0.001266636,0.0004914039,0.0002848526,0.0007835153,0.0004286667,0.0005315933,0.0007482455,0.000908202,0.002953208],"category_scores_gemma":[0.0009328884,0.0003687432,0.0005803071,0.0003469918,0.0005615652,0.0003856435,0.0006335896,0.0006523062,0.001411261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005803013,"about_ca_system_score_gemma":0.0005732616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346728,"about_ca_topic_score_gemma":0.00307974,"domain_scores_codex":[0.9994462,0.00010969,0.00004736083,0.00008464507,0.0002684024,0.0000436492],"domain_scores_gemma":[0.998926,0.0002427564,0.0001417214,0.0003137427,0.0002369013,0.0001389485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002068133,0.0001403851,0.00162046,0.00008644708,0.00001264584,0.0001365634,0.00006819386,0.003299335,0.9877682,0.0003879791,0.0004299885,0.005842936],"study_design_scores_gemma":[0.00004790018,0.001423866,0.008395134,0.00001836887,0.00003279984,0.0007763297,0.00003930635,0.03041401,0.9519097,0.0001429441,0.006769557,0.0000300763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8314779,0.0004555755,0.1535015,0.0002314818,0.0001114488,0.0007628806,0.003338018,0.001655974,0.008465263],"genre_scores_gemma":[0.7844104,0.0004915068,0.1956688,0.000114814,0.00002793451,0.001203315,0.00648297,0.0003039491,0.01129635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003346728,"threshold_uncertainty_score":0.00987947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615171592779511,"score_gpt":0.3129414676785811,"score_spread":0.2967897517507859,"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."}}