{"id":"W4407116677","doi":"10.21203/rs.3.rs-5869163/v1","title":"PSMA PET-detected Mesorectal Nodal Metastasis: Treatment Outcomes and Clinical Implications","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Metastasis; Medicine; Total mesorectal excision; Oncology; Environmental science; Internal medicine; Colorectal cancer; 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":[0.002001264,0.000337658,0.0004804591,0.0004990788,0.0002957684,0.001507111,0.0004985717,0.0005980201,0.005513631],"category_scores_gemma":[0.01164283,0.0001694043,0.0006901835,0.0009663997,0.000525524,0.001160035,0.0007158977,0.001091028,0.0006975766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007767392,"about_ca_system_score_gemma":0.0008010112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276017,"about_ca_topic_score_gemma":0.003563516,"domain_scores_codex":[0.9992123,0.0002543057,0.00004642188,0.0001713787,0.0001829472,0.0001325981],"domain_scores_gemma":[0.996472,0.001665039,0.0009118089,0.0002640195,0.0003719385,0.0003152588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004724048,0.0003247562,0.8819328,0.0003153696,0.0007283214,0.0003512557,0.0002394092,0.0009733705,0.001124821,0.0007692173,0.004490528,0.1040261],"study_design_scores_gemma":[0.0001093672,0.0007061487,0.9897256,0.000113477,0.0007876479,0.0005858627,0.0004591616,0.001153149,0.000650486,0.002839714,0.00284729,0.00002193913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748195,0.008148859,0.0008494554,0.002698517,0.0002528141,0.00002794012,0.003715249,0.00003744307,0.009450251],"genre_scores_gemma":[0.9956465,0.00119313,0.0001491916,0.0001299639,0.000167923,0.00000727472,0.001488185,0.00001554991,0.00120216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005513631,"threshold_uncertainty_score":0.01844496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696706599052222,"score_gpt":0.5280936298433532,"score_spread":0.3584229699381309,"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."}}