{"id":"W4403759996","doi":"10.1016/j.brachy.2024.08.089","title":"GPP03 Presentation Time: 10:48 AM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Presentation (obstetrics); Medical physics; 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":[0.001653704,0.001984046,0.002112296,0.001948654,0.005067915,0.009226228,0.002403386,0.01095583,0.9229841],"category_scores_gemma":[0.005129578,0.001189261,0.002728772,0.001084407,0.001167151,0.002112782,0.005940652,0.004499068,0.8509255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253613,"about_ca_system_score_gemma":0.002169211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005307259,"about_ca_topic_score_gemma":0.01453878,"domain_scores_codex":[0.9987436,0.0001517663,0.00002972525,0.0001599545,0.0003260126,0.0005889168],"domain_scores_gemma":[0.9963026,0.0003614316,0.00009294941,0.0002151631,0.000957851,0.002069867],"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":[0.0008190527,0.0001334302,0.0002121849,0.0001402535,0.00001670747,0.0002867643,0.00007509401,0.00007821279,0.0008092634,0.0008666023,0.9812694,0.01529302],"study_design_scores_gemma":[0.0004129868,0.0003513415,0.004444968,0.0004471006,0.00002431134,0.0002100416,0.0002492095,0.0003797853,0.0007726414,0.001739974,0.9909146,0.00005300427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00352213,0.0008253949,0.0009691337,0.008902422,0.02041833,0.001070066,0.006572099,0.006891179,0.9508292],"genre_scores_gemma":[0.005931764,0.0002607654,0.0002087623,0.001643052,0.002534131,0.0002386154,0.001344684,0.001236734,0.9866015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07701594,"threshold_uncertainty_score":0.1098539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450832442524663,"score_gpt":0.3615909121899634,"score_spread":0.3370825877647167,"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."}}