{"id":"W4386987337","doi":"10.1016/j.brachy.2023.06.219","title":"PO118","year":2023,"lang":"es","type":"article","venue":"Brachytherapy","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Contouring; Brachytherapy; Nuclear medicine; Radiation treatment planning; 3d printed; Dosimetry; Medical physics; Biomedical engineering; Radiology; Radiation therapy; Computer graphics (images); Computer science","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":[0.0002646132,0.001534698,0.0005989749,0.00190916,0.001364036,0.002927247,0.0007463141,0.001786745,0.9123165],"category_scores_gemma":[0.001040109,0.0003823832,0.0004969136,0.001191124,0.0005685835,0.0009946896,0.001463509,0.001326185,0.8408746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006614065,"about_ca_system_score_gemma":0.0006265389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464997,"about_ca_topic_score_gemma":0.004482089,"domain_scores_codex":[0.9998173,0.0000188039,0.000008571513,0.00004591425,0.00007692528,0.00003250605],"domain_scores_gemma":[0.999613,0.00008164626,0.00002657885,0.00005493429,0.0001017051,0.0001222997],"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":[0.0001592655,0.0001465996,0.0003326518,0.0002375198,0.00000951773,0.0001844313,0.0000480552,0.000135977,0.002305855,0.009678633,0.7276543,0.2591073],"study_design_scores_gemma":[0.00002808503,0.00005237841,0.0006982303,0.00008796832,0.000003295216,0.00009621753,0.00002493175,0.00008840303,0.0003316902,0.001302445,0.9972816,0.000004726238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004642823,0.0003508757,0.0003069412,0.0003506475,0.0004402637,0.00006362733,0.001324801,0.0004608195,0.9962378],"genre_scores_gemma":[0.0006942496,0.0001199024,0.00009913299,0.0001187941,0.00007156895,0.00002163244,0.0004764918,0.00009492059,0.9983033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0876835,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848699324139091,"score_gpt":0.3434778765606592,"score_spread":0.3149908833192683,"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."}}