{"id":"W4403760302","doi":"10.1016/j.brachy.2024.08.172","title":"PO0241","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Family medicine; Traditional medicine","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":[],"category_scores_codex":[0.0003689595,0.001534485,0.0008017042,0.001911929,0.001692533,0.003713208,0.0009106525,0.002983825,0.8821468],"category_scores_gemma":[0.00126096,0.0004916897,0.0006971412,0.001165945,0.0009404782,0.0008915676,0.001493587,0.001512644,0.7510657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007883895,"about_ca_system_score_gemma":0.001542893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861265,"about_ca_topic_score_gemma":0.002715421,"domain_scores_codex":[0.9996811,0.00003318637,0.00001364277,0.0000934268,0.0001151508,0.00006357778],"domain_scores_gemma":[0.9994926,0.0001009031,0.0000358596,0.00005951781,0.00013134,0.000179744],"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":[0.0005497883,0.0002547477,0.0005136664,0.0006077625,0.00002787675,0.0004520247,0.00008237621,0.0001804797,0.005736146,0.02148442,0.6030913,0.3670194],"study_design_scores_gemma":[0.00008612146,0.0001516373,0.001077197,0.0001347984,0.000008446446,0.000222445,0.00003368557,0.0001089333,0.0007956434,0.001909229,0.995465,0.000006881373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000770811,0.0006491654,0.0004275646,0.0006888139,0.0007135108,0.0001035838,0.001769212,0.0004434155,0.9944339],"genre_scores_gemma":[0.002049702,0.0002239272,0.0002126779,0.0002524801,0.00009240011,0.00005562985,0.0005407957,0.00008835103,0.9964839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1178532,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441425344097773,"score_gpt":0.3323296378703642,"score_spread":0.3079153844293864,"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."}}