{"id":"W4403761179","doi":"10.1016/j.brachy.2024.08.036","title":"MSOR2 Presentation Time: 5:05 PM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Presentation (obstetrics); 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":[0.001300048,0.001865799,0.001443387,0.00211476,0.003926078,0.008755683,0.001919597,0.004432206,0.93535],"category_scores_gemma":[0.003411345,0.0008938207,0.00209649,0.001074341,0.0005892683,0.001523743,0.003844923,0.002655594,0.8497062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710072,"about_ca_system_score_gemma":0.001276168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623527,"about_ca_topic_score_gemma":0.01004403,"domain_scores_codex":[0.9991012,0.00008951306,0.00002141898,0.0001405606,0.000328208,0.0003191098],"domain_scores_gemma":[0.9976211,0.000205768,0.00005765412,0.0001587002,0.0008366603,0.001120081],"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":[0.0009535408,0.0001036178,0.0001883079,0.0001383028,0.00001643718,0.0001936641,0.0000562149,0.00008520971,0.001545255,0.001054882,0.9743264,0.02133821],"study_design_scores_gemma":[0.0001957348,0.0002557908,0.002043723,0.0001515499,0.00001901185,0.0001058619,0.0001529212,0.0004000956,0.001668582,0.0009885355,0.9939832,0.00003493946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002816647,0.0004395251,0.001240424,0.003680769,0.01599829,0.0005233797,0.006604074,0.007075306,0.9616216],"genre_scores_gemma":[0.00465606,0.000106963,0.0002026555,0.0002765622,0.001194536,0.00005922896,0.00116738,0.00108304,0.9912537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06465,"threshold_uncertainty_score":0.09221536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007279814720578884,"score_gpt":0.2985562723875458,"score_spread":0.2912764576669669,"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."}}