{"id":"W4386986419","doi":"10.1016/j.brachy.2023.06.027","title":"PP02  Presentation Time: 4:39 PM","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Dosimetry; Monte Carlo method; Radiology; Radiation treatment planning; Optical coherence tomography; Restenosis; Stent; Nuclear medicine; Radiation therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009941511,0.00007164761,0.0001374307,0.0001039388,0.00004826568,0.00001607143,0.00003858744,0.00004068064,0.002350144],"category_scores_gemma":[0.00007318195,0.0000617722,0.0001208355,0.0002610717,0.0000209179,0.0000577566,0.00001343233,0.00006308123,0.002854515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001775298,"about_ca_system_score_gemma":0.00002734788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001723316,"about_ca_topic_score_gemma":0.000003570381,"domain_scores_codex":[0.9994079,0.00002175785,0.0001585265,0.000128041,0.0001471635,0.0001365366],"domain_scores_gemma":[0.99955,0.0001186321,0.00003506234,0.0001854405,0.00005115598,0.00005969561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001200174,0.0009917308,0.06047925,0.0001306919,0.0003208592,0.0004584991,0.0008895393,0.0001088374,0.02233878,0.002444204,0.6132017,0.2974357],"study_design_scores_gemma":[0.009097084,0.001337572,0.7676218,0.000185813,0.0001052752,0.000145953,0.0002171549,0.008206701,0.002593487,0.002175056,0.208047,0.0002671613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851351,0.000371594,0.0003286079,0.004287347,0.0002836663,0.0004503472,0.00001155276,0.0003184222,0.008813374],"genre_scores_gemma":[0.9021366,0.0006998804,0.000667854,0.001130579,0.0005701522,0.0001087821,0.0003277273,0.00004218862,0.09431627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7071425,"threshold_uncertainty_score":0.9985619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262030416754778,"score_gpt":0.3340028918650962,"score_spread":0.3077998501896184,"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."}}