{"id":"W4391029919","doi":"10.3390/cancers16020427","title":"Radiation Exposure from GEP NET Surveillance","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Nuclear medicine; Retrospective cohort study; Cohort; Radiology; Dosimetry; Surgery; Internal medicine","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":[0.001337453,0.0001869859,0.0002866168,0.0007891441,0.0002531047,0.0005099237,0.000364563,0.0002722488,0.001522527],"category_scores_gemma":[0.007349568,0.0001511284,0.000374272,0.001120808,0.000254192,0.0002901177,0.0004792341,0.0003182586,0.0001941802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000693894,"about_ca_system_score_gemma":0.0005657767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161367,"about_ca_topic_score_gemma":0.003184711,"domain_scores_codex":[0.998476,0.0006625348,0.0002139781,0.0001626458,0.0004174847,0.00006745196],"domain_scores_gemma":[0.9938768,0.00250438,0.002545564,0.0003179022,0.0005838649,0.0001715674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009139671,0.0000150597,0.9737977,0.0001318202,0.00006650545,0.0006753837,0.0001515968,0.0005112544,0.0006440422,0.00006614908,0.0004663889,0.02338263],"study_design_scores_gemma":[0.000004566635,0.0002718203,0.985934,0.0001417226,0.0001040712,0.007047952,0.0002373103,0.0004323612,0.001593549,0.0001125753,0.004112283,0.000007843292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794246,0.007331232,0.003429816,0.0005985802,0.00003670513,0.00008589747,0.001216707,0.00008902788,0.007787424],"genre_scores_gemma":[0.9952561,0.002579429,0.001068058,0.0001464556,0.00003384638,0.00003172038,0.0005914624,0.0000202475,0.0002727759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003161367,"threshold_uncertainty_score":0.007073224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669197672936192,"score_gpt":0.3193419618846709,"score_spread":0.302649985155309,"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."}}