{"id":"W4403760472","doi":"10.1016/j.brachy.2024.08.149","title":"PO0215","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","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":[0.0005329595,0.001215184,0.0007814681,0.002046883,0.001453623,0.005743332,0.000884335,0.002602506,0.8743929],"category_scores_gemma":[0.002067144,0.000410399,0.0007349661,0.00153801,0.0009340638,0.001415626,0.001611809,0.001500195,0.7844519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271913,"about_ca_system_score_gemma":0.001764075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804855,"about_ca_topic_score_gemma":0.004047583,"domain_scores_codex":[0.9996337,0.00004415752,0.00002103984,0.0001188826,0.0001226577,0.00005957857],"domain_scores_gemma":[0.9993174,0.0001230882,0.00004862384,0.0000975537,0.0001871448,0.0002261794],"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":[0.0002224354,0.00008227269,0.0003502288,0.0002675318,0.00001400256,0.0001647871,0.00004903267,0.0001161305,0.001088002,0.034938,0.7475714,0.2151362],"study_design_scores_gemma":[0.00004791728,0.00004326288,0.0007947311,0.0001022768,0.000005670748,0.00009630995,0.00002830395,0.00008927497,0.0002424053,0.00494679,0.9935969,0.000006061216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006053927,0.0006862867,0.0007868466,0.001520336,0.001225794,0.00008768834,0.005010587,0.0006248872,0.9894521],"genre_scores_gemma":[0.002096553,0.0002470314,0.0002887167,0.0003870738,0.0001591674,0.00004879953,0.001152819,0.0001453703,0.9954745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1256071,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04070171913552945,"score_gpt":0.222838624966143,"score_spread":0.1821369058306136,"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."}}