{"id":"W4386526074","doi":"10.2967/jnumed.123.266046","title":"Impact of<sup>68</sup>Ga-FAPI PET/CT on Staging and Oncologic Management in a Cohort of 226 Patients with Various Cancers","year":2023,"lang":"en","type":"article","venue":"Journal of Nuclear Medicine","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ernst Schering Foundation; ViewRay; Roche Innovation Center Zurich; AstraZeneca; NordForsk; Oncolytics Biotech; Accuray; Novocure; Astellas Pharma; F. Hoffmann-La Roche; Amgen","keywords":"Medicine; Fibroblast activation protein, alpha; Stage (stratigraphy); Pancreatic cancer; Nuclear medicine; Cohort; Cancer; Radiology; Head and neck; PET-CT; Retrospective cohort study; Head and neck cancer; Positron emission tomography; Radiation therapy; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005439893,0.0001346752,0.0006727835,0.00076445,0.00002596006,0.000003543403,0.00006738417,0.00001323634,0.0003459032],"category_scores_gemma":[0.00009991835,0.00008034442,0.0001102425,0.0006130809,0.0001334517,0.00005762814,0.00002644605,0.000254937,0.000004571245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094811,"about_ca_system_score_gemma":0.0000786029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002648513,"about_ca_topic_score_gemma":0.00000714358,"domain_scores_codex":[0.9984403,0.00005353927,0.0005709858,0.0001319554,0.0006255985,0.0001776797],"domain_scores_gemma":[0.9990267,0.00006756421,0.0004351016,0.0001409044,0.0001665501,0.000163221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003242585,0.0009258453,0.9456958,0.0005156212,0.002231627,0.007523787,0.002110937,0.004931139,0.001110846,0.00005571026,0.02416369,0.007492445],"study_design_scores_gemma":[0.008839067,0.007234763,0.974553,0.004025074,0.0005305965,0.0001889055,0.002137011,0.001790049,0.00001021894,0.00002576506,0.0005680417,0.00009751795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964206,0.0000423174,0.000003187876,0.001047003,0.00002247502,0.0001792031,0.000006237872,0.000009763635,0.002269191],"genre_scores_gemma":[0.9988512,0.0003891251,0.0001549662,0.0004255103,0.00005657091,0.000001013754,0.000007524867,0.00001766928,0.000096444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885722,"threshold_uncertainty_score":0.3787397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120737484606243,"score_gpt":0.2942791121509448,"score_spread":0.2822053636903205,"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."}}