{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002658122,0.0001133716,0.0002117857,0.0001863443,0.00005594198,0.00008825395,0.0000647264,0.00008608882,0.009232998],"category_scores_gemma":[0.00005142349,0.00009083463,0.0001576484,0.0003803886,0.00006251145,0.0001551802,0.00001907021,0.000221253,0.009384141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386404,"about_ca_system_score_gemma":0.0001217025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002756023,"about_ca_topic_score_gemma":3.592442e-7,"domain_scores_codex":[0.9988492,0.00006915057,0.0001888535,0.0002575111,0.0004128566,0.0002224783],"domain_scores_gemma":[0.9993935,0.0001077408,0.00001966903,0.0002589499,0.00009961352,0.0001205742],"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":[0.000590863,0.00007262881,0.0002595232,0.0000597891,0.0003732504,0.0001291516,0.0002477466,0.000006573358,0.03151798,0.0005703755,0.8692409,0.09693124],"study_design_scores_gemma":[0.001433304,0.0002465526,0.002838287,0.00004705969,0.0000441095,0.0001365382,0.00002839426,0.003993466,0.003988125,0.0003268637,0.9868044,0.0001128567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3074642,0.01808285,0.005028786,0.1814896,0.003320582,0.00552096,0.00007906753,0.003092152,0.4759218],"genre_scores_gemma":[0.2203464,0.001890992,0.002158649,0.01313903,0.003826071,0.0003770668,0.0003286696,0.0001925085,0.7577406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2818188,"threshold_uncertainty_score":0.9916727,"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."}}