{"id":"W4403759917","doi":"10.1016/j.brachy.2024.08.246","title":"PO0434","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Traditional 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":[0.0002647205,0.001126628,0.0005917791,0.001693407,0.001164837,0.002272577,0.0006727339,0.001655674,0.7870694],"category_scores_gemma":[0.000692287,0.0003968223,0.0006086993,0.0007783523,0.0005771382,0.0005511323,0.001118079,0.00127415,0.5858321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707223,"about_ca_system_score_gemma":0.001008851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402716,"about_ca_topic_score_gemma":0.002164769,"domain_scores_codex":[0.9997924,0.00002510151,0.000008092159,0.000052697,0.00008487676,0.00003690218],"domain_scores_gemma":[0.999762,0.00003791875,0.00001517199,0.0000330142,0.00006241528,0.0000894769],"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":[0.0006579568,0.0002710991,0.0006021053,0.000508708,0.00003454813,0.0006763514,0.00007283303,0.0002362681,0.01686561,0.01329841,0.4378031,0.528973],"study_design_scores_gemma":[0.00006910744,0.0001714443,0.001063137,0.00009442697,0.00001384344,0.0007388052,0.00001990985,0.0001670415,0.002431994,0.001211116,0.9940111,0.000008027892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001622325,0.0009686556,0.001310094,0.0005920793,0.000648278,0.00009590331,0.001395691,0.0009192973,0.9924475],"genre_scores_gemma":[0.005184432,0.0004272215,0.0007658554,0.0002574249,0.00007720228,0.00004727736,0.0007805859,0.0002254599,0.9922345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2129306,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206014544057575,"score_gpt":0.3038821541447791,"score_spread":0.2918220087042034,"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."}}