{"id":"W4386986335","doi":"10.1016/j.brachy.2023.06.182","title":"PO81","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Family 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":[0.0003088353,0.001265578,0.0005195472,0.001828296,0.001478153,0.002337146,0.0007450159,0.001835593,0.8434731],"category_scores_gemma":[0.0008031272,0.0003566133,0.0004691281,0.001109949,0.0005673754,0.0009431536,0.001441667,0.001358663,0.7658205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005804158,"about_ca_system_score_gemma":0.0008048015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373092,"about_ca_topic_score_gemma":0.002212186,"domain_scores_codex":[0.9997163,0.00002466879,0.0000113626,0.00008637148,0.0001176905,0.00004352833],"domain_scores_gemma":[0.9996192,0.00005946158,0.00002362206,0.00006414912,0.0001224757,0.0001109885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002787375,0.0002747516,0.0006905019,0.0003364641,0.00001956772,0.0004602091,0.0000987765,0.0002283691,0.01249731,0.01970003,0.4753034,0.4901118],"study_design_scores_gemma":[0.00002361715,0.00005854505,0.0006962699,0.00005080214,0.00000496562,0.0002468257,0.00002279885,0.00007504684,0.001318792,0.001159486,0.9963382,0.000004619176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001041519,0.000626749,0.0008006088,0.0005263716,0.0004081551,0.00006785085,0.0009160813,0.0004946412,0.995118],"genre_scores_gemma":[0.001652991,0.0002320256,0.0002937547,0.0001718213,0.00005251659,0.00002780658,0.0004651087,0.00007461358,0.9970292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1565269,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238555409812713,"score_gpt":0.3616227948091886,"score_spread":0.3192372407110615,"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."}}