{"id":"W4406744165","doi":"","title":"Imaging the 3D cellular effects of compression in oncology: Application in pancreatic cancer","year":2024,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"","keywords":"Pancreatic cancer; Cancer; Medicine; Internal medicine; Oncology; Radiology; Computer science","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":[0.0005520999,0.000549047,0.0004181518,0.0009698037,0.0002994464,0.001367568,0.000383981,0.00155952,0.006237138],"category_scores_gemma":[0.0009704863,0.0002977594,0.0003010004,0.001004409,0.0005845847,0.0006599076,0.0006109326,0.0008368551,0.0006227841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005020672,"about_ca_system_score_gemma":0.0004816077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772209,"about_ca_topic_score_gemma":0.002159758,"domain_scores_codex":[0.9998751,0.00003354407,0.000004087447,0.00001888856,0.00005090397,0.00001754396],"domain_scores_gemma":[0.9995449,0.0002586778,0.00004687565,0.00002957062,0.00006493148,0.00005503825],"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":[0.001047986,0.000142724,0.004075212,0.00140388,0.00007223097,0.002054746,0.000358306,0.008741541,0.8367618,0.001212033,0.004627696,0.1395019],"study_design_scores_gemma":[0.0003202156,0.003409178,0.05237655,0.0006237027,0.0005608816,0.02607633,0.001689998,0.09355365,0.7493036,0.003661267,0.06810302,0.0003215946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6591395,0.122655,0.1699791,0.009521647,0.0008834528,0.000558676,0.001520782,0.002363225,0.03337874],"genre_scores_gemma":[0.8720859,0.04192042,0.0729873,0.001231058,0.0006212194,0.0001613511,0.0003871452,0.0003781705,0.01022749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006237138,"threshold_uncertainty_score":0.02086532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007074666109806,"score_gpt":0.2868577556382315,"score_spread":0.2767870089771334,"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."}}