{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004325855,0.00024424,0.0003166919,0.000534213,0.0004012474,0.0005853086,0.0002281142,0.0003001401,0.0006850382],"category_scores_gemma":[0.00146084,0.0002491323,0.0003659794,0.0005727592,0.0002946803,0.0003616993,0.0003234473,0.0003626758,0.0002010747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004304372,"about_ca_system_score_gemma":0.0002222957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739127,"about_ca_topic_score_gemma":0.003058093,"domain_scores_codex":[0.9996345,0.00008503599,0.00003828956,0.0001056179,0.00006843418,0.00006811903],"domain_scores_gemma":[0.9993508,0.000137203,0.0002848406,0.00007226914,0.00004695356,0.0001078604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587686,0.00002127534,0.9979786,0.000003163458,0.00002190575,0.0002497795,0.00003428451,0.00004171392,0.0003739735,0.000005461604,0.00004377234,0.00106731],"study_design_scores_gemma":[0.00001023019,0.0001642974,0.997394,0.000003372788,0.00003715231,0.001642847,0.0001163109,0.0002321114,0.0002016902,0.00001071344,0.0001826284,0.000004630363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995869,0.0001358405,0.0000297244,0.00001903467,0.000002392429,0.000003642446,0.00008016149,0.000001358908,0.000141004],"genre_scores_gemma":[0.9996798,0.00006723036,0.0000384243,0.00001394253,0.000006874908,0.000003858144,0.0001423769,0.000001365219,0.0000460725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002739127,"threshold_uncertainty_score":0.005446374,"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."}}