{"id":"W4309585704","doi":"10.51731/cjht.2022.498","title":"Prostate-Specific Membrane Antigen PET-CT Imaging for the Staging of Prostate Cancer in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Staffing; Context (archaeology); Glutamate carboxypeptidase II; PET-CT; Medical physics; Nuclear medicine; Cancer; Positron emission tomography; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002058265,0.0004167097,0.0004255798,0.001981194,0.00284561,0.001953852,0.001885929,0.0009066314,0.01571028],"category_scores_gemma":[0.003815886,0.0005086949,0.0008655767,0.003530006,0.0009369735,0.0007993561,0.001653641,0.002340773,0.001836925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06110362,"about_ca_system_score_gemma":0.1894093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9924741,"about_ca_topic_score_gemma":0.9959532,"domain_scores_codex":[0.9980485,0.0001604514,0.00009766566,0.0001428826,0.001086325,0.0004640353],"domain_scores_gemma":[0.9921907,0.0002272824,0.0002761752,0.0001039188,0.005404787,0.001797256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003193031,0.0002219168,0.08556371,0.001686387,0.0001514913,0.001600445,0.0006904441,0.002038423,0.002841188,0.01269308,0.5859113,0.3062823],"study_design_scores_gemma":[0.0002925424,0.0002917052,0.3957251,0.002691909,0.0001737283,0.002410098,0.001334743,0.004056045,0.001400336,0.002510491,0.5888954,0.0002179397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08274002,0.1681908,0.0121479,0.2571741,0.006998717,0.001918338,0.04850705,0.001819441,0.4205036],"genre_scores_gemma":[0.6463448,0.1333741,0.02961111,0.04489656,0.001667272,0.000621667,0.03208488,0.00072145,0.1106781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9924741,"threshold_uncertainty_score":0.4433399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150406660229012,"score_gpt":0.3106901503711879,"score_spread":0.2791860837688978,"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."}}