{"id":"W4394933306","doi":"10.2967/jnumed.123.267014","title":"Development of a Visually Calculated SUV<sub>mean</sub>(HIT Score) on Screening PSMA PET/CT to Predict Treatment Response to<sup>177</sup>Lu-PSMA Therapy: Comparison with Quantitative SUV<sub>mean</sub>and Patient Outcomes","year":2024,"lang":"en","type":"article","venue":"Journal of Nuclear Medicine","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Prostate cancer; Glutamate carboxypeptidase II; Medicine; Nuclear medicine; Taxane; Standardized uptake value; Prostate; Cancer; Positron emission tomography; Internal medicine; Breast cancer","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":[0.002387062,0.0007597868,0.0007209507,0.002121445,0.0002254552,0.001507194,0.0008244402,0.0008279695,0.001460082],"category_scores_gemma":[0.003977939,0.0002625953,0.0009986593,0.001166146,0.0003607948,0.0004624248,0.0006255065,0.0003736604,0.0005901454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007531766,"about_ca_system_score_gemma":0.001046422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005260473,"about_ca_topic_score_gemma":0.009288733,"domain_scores_codex":[0.9991263,0.0003073222,0.0001061242,0.0002030085,0.0001999763,0.00005731198],"domain_scores_gemma":[0.9988635,0.000363556,0.0003254265,0.0001528237,0.0002353553,0.0000593507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004115697,0.0006859168,0.6644893,0.002115631,0.002210993,0.0004258981,0.0001256655,0.04541018,0.0261429,0.001426701,0.02217983,0.2306714],"study_design_scores_gemma":[0.0007544323,0.001520923,0.7092481,0.0003256956,0.001080228,0.002007816,0.0002652568,0.2268119,0.02736112,0.002649611,0.02780934,0.0001656727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8166102,0.002547139,0.05645575,0.0007426999,0.0001100364,0.001416638,0.1136255,0.001823236,0.006668913],"genre_scores_gemma":[0.8536438,0.0005782722,0.03887988,0.0002518362,0.00003964416,0.0012947,0.104225,0.0001019695,0.0009849672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005260473,"threshold_uncertainty_score":0.01262414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954034430934468,"score_gpt":0.3580381774134336,"score_spread":0.2984978331040889,"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."}}