{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001487063,0.002803852,0.002319757,0.00254256,0.005109044,0.01088832,0.002989685,0.009199659,0.9477248],"category_scores_gemma":[0.006060948,0.001577054,0.003611305,0.001677583,0.001255207,0.002346047,0.005146821,0.004410233,0.8872867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276056,"about_ca_system_score_gemma":0.001504868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006284462,"about_ca_topic_score_gemma":0.01336773,"domain_scores_codex":[0.9987611,0.0001560704,0.00003439644,0.0001759341,0.0003125773,0.0005599467],"domain_scores_gemma":[0.997068,0.0004720722,0.00006576736,0.0002023862,0.0008384042,0.001353445],"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":[0.001081717,0.0001571437,0.0002637197,0.0002924486,0.00002585423,0.0003085154,0.0001284804,0.0001427377,0.0010239,0.001791325,0.9706131,0.02417121],"study_design_scores_gemma":[0.0003037704,0.0003619693,0.004262656,0.0005689184,0.00003185508,0.0001893026,0.0002923149,0.0003933703,0.0009392764,0.001709425,0.9908895,0.00005753184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002174709,0.0007062387,0.0007908692,0.003414439,0.01731854,0.0005868736,0.004015321,0.004751875,0.9662411],"genre_scores_gemma":[0.004171733,0.0002552138,0.0001658005,0.0006220893,0.001356469,0.0001287922,0.0009584802,0.00107227,0.9912692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05227518,"threshold_uncertainty_score":0.0745641,"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."}}