{"id":"W4403760270","doi":"10.1016/j.brachy.2024.08.154","title":"PO0220","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":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Family 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":[0.0005091189,0.001130595,0.0007029089,0.002186684,0.001310072,0.005131258,0.0008331191,0.002587172,0.8968323],"category_scores_gemma":[0.002072441,0.000401759,0.0006774127,0.001498153,0.0008575304,0.001495623,0.001619007,0.001439743,0.8223137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111937,"about_ca_system_score_gemma":0.001645521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151989,"about_ca_topic_score_gemma":0.00364735,"domain_scores_codex":[0.9996701,0.00003916295,0.00001823116,0.0000977917,0.0001165349,0.00005815268],"domain_scores_gemma":[0.9992769,0.0001257087,0.0000484739,0.0001069247,0.000188705,0.0002533],"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":[0.0001897628,0.00008216358,0.0002828427,0.0002230676,0.00001067738,0.0001358369,0.0000377155,0.00009986092,0.0009093971,0.02513037,0.760585,0.2123132],"study_design_scores_gemma":[0.00004485675,0.00003792506,0.0006562629,0.0000863739,0.000004707817,0.00008840061,0.00002306721,0.00008861154,0.0002210777,0.004415674,0.9943274,0.000005590704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004682495,0.0005611369,0.000693082,0.001340309,0.0009909057,0.00007609901,0.00394998,0.0006560161,0.9912641],"genre_scores_gemma":[0.001682519,0.000215986,0.0002613289,0.0003728468,0.0001544301,0.00004651044,0.001030398,0.0001496751,0.9960864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1031677,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998844591535419,"score_gpt":0.2219013177199256,"score_spread":0.1819128718045714,"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."}}