{"id":"W4402909441","doi":"10.1016/j.ijrobp.2024.07.1119","title":"Final Results of the First Clinical Trial of a Novel Unidirectional Permanent Device for Intraoperative Brachytherapy","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Brachytherapy; Medicine; Clinical trial; Medical physics; Radiology; Radiation therapy; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009441458,0.0001288853,0.0004703327,0.00008414467,0.00005079394,0.00001297726,0.0002521099,0.000198762,0.00002809088],"category_scores_gemma":[0.000898864,0.0000812177,0.0006240176,0.00015731,0.0002621524,0.0001061733,0.00003578961,0.0004115236,0.000001670807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951573,"about_ca_system_score_gemma":0.0007498431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001141283,"about_ca_topic_score_gemma":0.000007286485,"domain_scores_codex":[0.998098,0.000145267,0.001179771,0.0001831828,0.000275479,0.0001183198],"domain_scores_gemma":[0.9960847,0.002018367,0.0008536476,0.0001045645,0.0008765544,0.00006213703],"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":[0.2273538,0.009824504,0.06457086,0.0001759356,0.00806499,0.00005656806,0.003120021,0.003207366,0.01644839,0.1278422,0.01567458,0.5236608],"study_design_scores_gemma":[0.1666746,0.01348579,0.04784828,0.0006408361,0.0005790347,0.000411979,0.000195819,0.0118354,0.01133699,0.007023304,0.739677,0.0002909787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671668,0.0008480942,0.003169033,0.01982518,0.007584524,0.0005711506,0.0003066424,0.00001629721,0.0005122203],"genre_scores_gemma":[0.9920318,0.0005943232,0.001365898,0.0008153789,0.005016136,0.00001265785,0.00004529404,0.00001466003,0.0001038919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7240025,"threshold_uncertainty_score":0.3311962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08163939347683498,"score_gpt":0.4212967533503577,"score_spread":0.3396573598735227,"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."}}