{"id":"W4386987435","doi":"10.1016/j.brachy.2023.06.041","title":"PSOR11  Presentation Time: 5:20 PM","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Imaging phantom; Brachytherapy; Medicine; Fluoroscopy; Nuclear medicine; Surgery; 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":[0.001395344,0.001666401,0.001521211,0.001694269,0.002809752,0.007601534,0.001742169,0.007214049,0.8957774],"category_scores_gemma":[0.003853873,0.001072529,0.002187875,0.0006284422,0.0008564265,0.001615457,0.004172829,0.002918394,0.7996269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644456,"about_ca_system_score_gemma":0.001011408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307005,"about_ca_topic_score_gemma":0.007469254,"domain_scores_codex":[0.9989914,0.000142549,0.00003102434,0.0001460343,0.0002877442,0.0004011966],"domain_scores_gemma":[0.9974801,0.000292367,0.00006923325,0.0001899481,0.0006868297,0.001281604],"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":[0.001325779,0.0001733112,0.000448361,0.0002514389,0.00002734775,0.0007853383,0.0001214233,0.0001881837,0.002776215,0.00200336,0.9570899,0.03480932],"study_design_scores_gemma":[0.0002140557,0.0004034181,0.003610249,0.0003551275,0.00001839627,0.0004329267,0.0001534913,0.0005371161,0.001917523,0.001305261,0.9910014,0.00005103329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004558794,0.0008529967,0.002059286,0.00605805,0.01614646,0.0006755106,0.003955386,0.008912124,0.9567813],"genre_scores_gemma":[0.009075955,0.000237311,0.0004150583,0.0007143462,0.001888762,0.0001066704,0.001080611,0.001446919,0.9850344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1042226,"threshold_uncertainty_score":0.1486609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310169077506747,"score_gpt":0.2882026585035151,"score_spread":0.2751009677284477,"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."}}