{"id":"W4386986409","doi":"10.1016/j.brachy.2023.06.089","title":"PSOR12  Presentation Time: 12:55 PM","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","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":[0.001221511,0.001637028,0.001619223,0.001588587,0.00325673,0.007129143,0.001762439,0.006326556,0.9128603],"category_scores_gemma":[0.003088595,0.0009972897,0.00234738,0.0007281875,0.0006857374,0.001456677,0.003732304,0.002694199,0.8117857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579914,"about_ca_system_score_gemma":0.001005908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192899,"about_ca_topic_score_gemma":0.01110665,"domain_scores_codex":[0.9992035,0.00009668083,0.00002267646,0.0001249012,0.0002439331,0.0003083721],"domain_scores_gemma":[0.997948,0.0001964807,0.00005790216,0.000165829,0.0006465496,0.0009852548],"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":[0.001388119,0.0001733687,0.0004121025,0.0002323838,0.0000259452,0.0005343271,0.0001191655,0.0001689047,0.002732597,0.001587915,0.959888,0.03273727],"study_design_scores_gemma":[0.000250626,0.0004823856,0.004542123,0.0002928186,0.00002229019,0.0003086717,0.0001647895,0.0005393567,0.001870332,0.001296703,0.9901826,0.00004735269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004561582,0.0007663061,0.001661736,0.00442459,0.01264581,0.0006692627,0.005503722,0.01025266,0.9595144],"genre_scores_gemma":[0.00751061,0.0001756989,0.0003266571,0.0004864596,0.001283041,0.00008636118,0.001232253,0.001486136,0.9874127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08713973,"threshold_uncertainty_score":0.1242942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022633406623606,"score_gpt":0.309524326035685,"score_spread":0.2892979919694489,"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."}}