{"id":"W4403759404","doi":"10.1016/j.brachy.2024.08.224","title":"PO0411","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Inorganic Chemistry and Materials","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"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":[0.0003961403,0.001618118,0.0006919453,0.001907036,0.001673106,0.001517576,0.001209086,0.001448773,0.5812689],"category_scores_gemma":[0.0006287205,0.000465845,0.0005269945,0.001169326,0.000491511,0.0008475471,0.001168407,0.001288892,0.4442375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008257822,"about_ca_system_score_gemma":0.001079377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047099,"about_ca_topic_score_gemma":0.001637908,"domain_scores_codex":[0.9995661,0.00003247629,0.00001305882,0.0001342369,0.0001830848,0.00007105953],"domain_scores_gemma":[0.9997583,0.00002393089,0.00002654563,0.00004950464,0.00007790195,0.00006375118],"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":[0.0009065816,0.0004023843,0.000660812,0.0008211254,0.00004697741,0.0003595374,0.00008839003,0.0003171419,0.09944849,0.04220901,0.4387408,0.4159987],"study_design_scores_gemma":[0.00005757673,0.0001831593,0.0007199679,0.00004825581,0.00001361868,0.00026555,0.00001725125,0.0002176268,0.02251929,0.001405134,0.9745414,0.00001129911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007424071,0.001667026,0.005643906,0.00108869,0.001143112,0.0003151147,0.007686545,0.00229581,0.9727358],"genre_scores_gemma":[0.01254101,0.0007874014,0.002623931,0.0002796695,0.00009830965,0.0001620002,0.006121342,0.0003407298,0.9770457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4187311,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007620790443732252,"score_gpt":0.2420398417755588,"score_spread":0.2344190513318265,"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."}}