{"id":"W4389738134","doi":"10.1007/s00259-023-06516-6","title":"The clinical acceptability of short versus long duration acquisitions for head and neck cancer using long-axial field-of-view PET/CT: a retrospective evaluation","year":2023,"lang":"en","type":"article","venue":"European Journal of Nuclear Medicine and Molecular Imaging","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"University of Bern","keywords":"Medicine; Nuclear medicine; Head and neck cancer; Head and neck; Radiology; Gold standard (test); Retrospective cohort study; Surgery; Radiation therapy","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":[0.005506231,0.0002415345,0.0004020617,0.001125501,0.0002834906,0.0007546865,0.0004253703,0.0004596839,0.0008056356],"category_scores_gemma":[0.01410948,0.0002371606,0.0006043775,0.0009332271,0.0007263605,0.0007846286,0.0007110701,0.0002935144,0.0002811939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162482,"about_ca_system_score_gemma":0.0002412698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006155813,"about_ca_topic_score_gemma":0.0007743487,"domain_scores_codex":[0.9956133,0.001740036,0.000916998,0.0006295374,0.0009016843,0.000198455],"domain_scores_gemma":[0.9807101,0.007422284,0.007842523,0.00103812,0.002357368,0.0006295838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007032034,0.00003082777,0.9952658,0.00003138975,0.00005745228,0.0001842046,0.0001128061,0.00006681037,0.000534356,0.00001049537,0.00003367214,0.002968955],"study_design_scores_gemma":[0.00001026538,0.0008546875,0.9963508,0.00001159171,0.00007367501,0.001466629,0.0002949101,0.0003031472,0.0003589273,0.00001371457,0.0002505448,0.0000111842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985928,0.0006071752,0.0002799773,0.00001118185,0.000003586627,0.00002593646,0.0001315334,0.00000336732,0.0003443554],"genre_scores_gemma":[0.9995129,0.00011376,0.0001438838,0.00001165903,0.000008915588,0.0000214688,0.0001423738,0.000002909856,0.00004223445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005506231,"threshold_uncertainty_score":0.02912009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09338698235038098,"score_gpt":0.4535299988743126,"score_spread":0.3601430165239315,"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."}}