{"id":"W1998522543","doi":"10.1016/j.brachy.2010.02.179","title":"Analysis of Seed Loss and Pulmonary Seed Migration in Patients Treated with Virtual Needle Guidance and Robotic Seed Delivery","year":2010,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Population; Univariate analysis; Exact test; Surgery; Nuclear medicine; Multivariate analysis; 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":[0.0002374926,0.0001335431,0.0004185545,0.0004322834,0.00004681421,0.0000137791,0.00004320807,0.0001189083,0.00001523013],"category_scores_gemma":[0.00003096243,0.0001041471,0.00003828532,0.0008466198,0.000116377,0.0001184331,0.00001405958,0.0002300739,0.000001197659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002755972,"about_ca_system_score_gemma":0.0001011229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165052,"about_ca_topic_score_gemma":0.001645699,"domain_scores_codex":[0.9988974,0.00008226714,0.0002814895,0.0002685409,0.000256718,0.0002135419],"domain_scores_gemma":[0.9992617,0.00008542893,0.00008366879,0.0002220395,0.0002001964,0.0001469496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001364221,0.0002800191,0.9767333,0.000045297,0.000200221,0.00002858524,0.0005217252,0.00003174164,0.01346361,0.000007768158,0.000002778281,0.007320724],"study_design_scores_gemma":[0.002079463,0.00142984,0.9869645,0.00004926482,0.0000951533,0.00000871504,0.0001245064,0.008575264,0.0005472671,0.000003498232,0.00002525472,0.00009724042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987461,0.0002638721,0.00002973701,0.0004330026,0.00001501221,0.0004134871,0.00001038681,0.00001608139,0.00007232869],"genre_scores_gemma":[0.9991285,0.000200503,0.0001370617,0.0001909143,0.00002811339,0.00001463438,0.0000988552,0.00001756087,0.000183857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01291634,"threshold_uncertainty_score":0.4246994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334293903389137,"score_gpt":0.2854542629857658,"score_spread":0.2721113239518744,"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."}}