{"id":"W4386986199","doi":"10.1016/j.brachy.2023.06.161","title":"PO60","year":2023,"lang":"hr","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Medical physics","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":[0.0002710709,0.001335253,0.0006457308,0.001850761,0.001347601,0.00199442,0.0009068867,0.001958265,0.854019],"category_scores_gemma":[0.0008075009,0.0003185445,0.0005984423,0.001028622,0.0006789024,0.0008597149,0.001544247,0.001333213,0.734476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113232,"about_ca_system_score_gemma":0.0007496611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245934,"about_ca_topic_score_gemma":0.002021434,"domain_scores_codex":[0.9997361,0.00002163807,0.000008339372,0.00008132231,0.000102524,0.00005011909],"domain_scores_gemma":[0.9996635,0.00005359156,0.00002618993,0.00005150362,0.00007726184,0.0001280359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005676374,0.0004190406,0.0006587473,0.0005688584,0.00002883011,0.0005961318,0.0001003404,0.0002410355,0.0163157,0.02390908,0.421256,0.5353386],"study_design_scores_gemma":[0.00004679412,0.0001541005,0.00111242,0.00008830686,0.000007641393,0.0003293538,0.00002114921,0.00006426906,0.001574588,0.001661797,0.9949339,0.000005712756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001480126,0.0007837371,0.0006015605,0.0005047138,0.0004473127,0.00007937847,0.001173322,0.0004857645,0.9944441],"genre_scores_gemma":[0.00249995,0.0003147031,0.0002656645,0.00019799,0.00007578813,0.00003115801,0.0005143129,0.00008839404,0.9960121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.145981,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217284751061939,"score_gpt":0.3196664401135737,"score_spread":0.2874935926029543,"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."}}