{"id":"W3177096476","doi":"10.1016/j.brachy.2021.05.037","title":"PP21 Presentation Time: 3:40 PM","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Presentation (obstetrics); Surgery","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":["insufficient_payload"],"category_scores_codex":[0.00159008,0.003105732,0.002659054,0.002760456,0.004308944,0.01107377,0.003148844,0.006906994,0.9426404],"category_scores_gemma":[0.007186698,0.001287957,0.003321081,0.00268776,0.001202885,0.002635283,0.004844782,0.004386731,0.876482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002743344,"about_ca_system_score_gemma":0.001382639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006723495,"about_ca_topic_score_gemma":0.01281753,"domain_scores_codex":[0.9989877,0.0001198408,0.00003522778,0.0001794029,0.0003440705,0.000333727],"domain_scores_gemma":[0.9970773,0.0005759388,0.00007623436,0.0002005514,0.001143003,0.0009270548],"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":[0.0004410584,0.0000589517,0.0001249958,0.0002679462,0.00001540341,0.0001101366,0.0000792986,0.0001307753,0.0004196333,0.001543781,0.9745138,0.02229425],"study_design_scores_gemma":[0.0001329076,0.0001432897,0.001818474,0.0004114498,0.00002003931,0.00007066185,0.0001763869,0.0002526297,0.0003308207,0.001294529,0.99532,0.00002874095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001450868,0.001172454,0.0008953551,0.004302226,0.02477007,0.0005738355,0.006303804,0.004050231,0.9564811],"genre_scores_gemma":[0.003118692,0.0003603332,0.0001417982,0.000558818,0.002289579,0.0001171647,0.0009462314,0.001029595,0.9914379],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05735958,"threshold_uncertainty_score":0.08181638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496632892381579,"score_gpt":0.2254127709069334,"score_spread":0.1904464419831176,"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."}}