{"id":"W4243347018","doi":"10.1016/j.brachy.2021.06.111","title":"PO23","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; McGill University Health Centre","funders":"","keywords":"Medicine; Brachytherapy; Cervical cancer; Medical physics; Retrospective cohort study; Cancer; Oncology; Radiation therapy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004139967,0.0009714048,0.0004396361,0.001386331,0.001283592,0.003345852,0.0008399544,0.001804563,0.8532355],"category_scores_gemma":[0.001441381,0.0002864919,0.0004641186,0.0008686971,0.0006180968,0.0009601488,0.001509606,0.001464124,0.7819877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00087594,"about_ca_system_score_gemma":0.001383647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615043,"about_ca_topic_score_gemma":0.004659529,"domain_scores_codex":[0.9996427,0.00003337003,0.00001280937,0.00007793425,0.0001743725,0.00005887978],"domain_scores_gemma":[0.9994542,0.00006742397,0.00002934603,0.0000769716,0.0001891352,0.0001829718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001431395,0.0001264959,0.0003573065,0.0002227037,0.000009347686,0.0002108836,0.0000482765,0.000111135,0.002529937,0.01572183,0.7240842,0.2564349],"study_design_scores_gemma":[0.00001392321,0.00002753018,0.0003787648,0.00003379257,0.000001994441,0.0001001236,0.0000143242,0.00004034375,0.0003553541,0.001113006,0.9979178,0.000003044323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000478104,0.0003797083,0.0005400401,0.0006766522,0.0006753888,0.00008681788,0.001165387,0.0005013259,0.9954965],"genre_scores_gemma":[0.00117539,0.0001614232,0.000236648,0.0002295208,0.00008415549,0.0000318618,0.000523846,0.0001148252,0.9974422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1467645,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761115642140327,"score_gpt":0.3170215319098016,"score_spread":0.2894103754883984,"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."}}