{"id":"W4395026145","doi":"10.1016/j.ejmp.2024.103366","title":"Heterogeneous PSMA ligand uptake inside parotid glands","year":2024,"lang":"en","type":"article","venue":"Physica Medica","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Canadian Institutes of Health Research","keywords":"Ligand (biochemistry); Chemistry; Biomedical engineering; Computer science; Biophysics; Medicine; Biology; Biochemistry; Receptor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002447895,0.0001636219,0.000249722,0.0006658318,0.0001349795,0.0005746,0.0001046007,0.0002091206,0.001644797],"category_scores_gemma":[0.0004221403,0.0001671922,0.0001763729,0.0003536233,0.0002998318,0.0003325009,0.0002512014,0.0001363491,0.0004326416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190194,"about_ca_system_score_gemma":0.0001705311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023504,"about_ca_topic_score_gemma":0.0008210744,"domain_scores_codex":[0.9998589,0.00002083929,0.00001091233,0.00003798628,0.00005132915,0.00001996733],"domain_scores_gemma":[0.9997984,0.00006390049,0.00006534763,0.00002138815,0.00003166799,0.0000193663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005981718,0.00002281306,0.08698271,0.0002463223,0.00008094407,0.0006637581,0.0003149847,0.000908458,0.8856137,0.0001390897,0.00007873896,0.02435014],"study_design_scores_gemma":[0.00002545932,0.0004787672,0.7863609,0.0000258457,0.0001350491,0.00604575,0.0004652209,0.004327041,0.1997846,0.0003022829,0.002019237,0.00002989828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993915,0.00132195,0.003754986,0.00001566285,0.000002374094,0.00001390495,0.0001113601,0.00006389789,0.0008008818],"genre_scores_gemma":[0.9982608,0.0002055203,0.001160908,0.000007947764,0.000003364654,0.000008073608,0.00009087654,0.00001278276,0.0002497727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001644797,"threshold_uncertainty_score":0.005502343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836762126742279,"score_gpt":0.2849059441749517,"score_spread":0.2665383229075289,"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."}}