{"id":"W4403759888","doi":"10.1016/j.brachy.2024.08.208","title":"PO0322","year":2024,"lang":"gl","type":"article","venue":"Brachytherapy","topic":"Inorganic Chemistry and Materials","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Sunnybrook Health Science Centre","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":[0.0003189316,0.001853171,0.0007912155,0.00222721,0.001839056,0.001490394,0.001054942,0.001362545,0.5853362],"category_scores_gemma":[0.0005182674,0.0004433433,0.0004890831,0.001404178,0.0005572347,0.0008262997,0.001196086,0.001150039,0.4410965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008657579,"about_ca_system_score_gemma":0.0008428146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278799,"about_ca_topic_score_gemma":0.001838376,"domain_scores_codex":[0.9996591,0.00002015613,0.000008432929,0.0001164158,0.0001374171,0.00005849204],"domain_scores_gemma":[0.9998149,0.00002233068,0.00002230807,0.00004502725,0.00004717852,0.00004822447],"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":[0.0008269882,0.0002696413,0.0005299105,0.0008687487,0.00004484749,0.0004664254,0.0001041285,0.0003111,0.09602594,0.04683092,0.365544,0.4881773],"study_design_scores_gemma":[0.00006297665,0.000187145,0.0008138705,0.00006881038,0.00001412205,0.0004534617,0.00001950881,0.0002163306,0.02182005,0.001710693,0.9746206,0.00001247776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005791266,0.001877078,0.003265108,0.0006970182,0.000753666,0.0001791143,0.003181619,0.001556714,0.9826984],"genre_scores_gemma":[0.01325072,0.0009817699,0.001804512,0.0002313569,0.00009236222,0.0001233764,0.002469727,0.000267544,0.9807786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4146638,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008517995922944091,"score_gpt":0.2591614169062656,"score_spread":0.2506434209833215,"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."}}