{"id":"W4233244533","doi":"10.1016/j.brachy.2021.06.017","title":"PP16 Presentation Time: 3:57 PM","year":2021,"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","funders":"","keywords":"Medicine; Restenosis; Brachytherapy; Stenosis; Radiology; Radiation therapy; Stent; Artery; Percutaneous; Cardiology","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":[0.001247163,0.00275674,0.002199437,0.002301667,0.004551855,0.01024238,0.003104179,0.007859982,0.9495307],"category_scores_gemma":[0.005695815,0.001462877,0.003452045,0.001552701,0.00117267,0.002170627,0.005526934,0.004094413,0.8931575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049323,"about_ca_system_score_gemma":0.001421319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005586284,"about_ca_topic_score_gemma":0.01250492,"domain_scores_codex":[0.9989941,0.0001194502,0.00002823085,0.0001437821,0.0002703554,0.0004441857],"domain_scores_gemma":[0.9973136,0.0004158358,0.00006750515,0.0001938976,0.0007361716,0.001272986],"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":[0.000935109,0.0001379226,0.000265669,0.0002816832,0.00002427176,0.0003093708,0.0001232514,0.0001475984,0.0008755761,0.001578855,0.9693617,0.02595903],"study_design_scores_gemma":[0.0002578125,0.0003059014,0.00337868,0.0005210594,0.00002550278,0.0001757704,0.0002711364,0.0003021513,0.0007278527,0.001506896,0.9924812,0.00004590703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002099812,0.0007403515,0.0006973728,0.003313947,0.01503998,0.0005382929,0.003744232,0.004444855,0.9693812],"genre_scores_gemma":[0.003391263,0.0002583921,0.0001458254,0.0004651191,0.00126525,0.0001076277,0.0008081523,0.0009270646,0.9926314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05046928,"threshold_uncertainty_score":0.07198822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178060116095063,"score_gpt":0.31600347075195,"score_spread":0.2981974591424437,"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."}}