{"id":"W2054736925","doi":"10.1016/j.brachy.2008.02.232","title":"Impact of intraoperative technology on seed migration for loose seed prostate implants","year":2008,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Prostate brachytherapy; Brachytherapy; Prostate; Surgery; Internal medicine; Radiation therapy","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":[0.00005240887,0.0001718806,0.0003515315,0.0001577861,0.00007451617,0.000004916381,0.00004024505,0.00009138988,0.00002375246],"category_scores_gemma":[0.000022493,0.0001179774,0.0001326996,0.0001999356,0.0000828669,0.00006071351,0.000005352817,0.00008225164,0.000009144335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626228,"about_ca_system_score_gemma":0.0001834102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005488586,"about_ca_topic_score_gemma":0.00002497776,"domain_scores_codex":[0.9991821,0.00001656122,0.0002313383,0.0002367172,0.0001117794,0.000221473],"domain_scores_gemma":[0.999382,0.00005316427,0.0001154952,0.0002166845,0.0001659042,0.00006675522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005304531,0.001669763,0.8511515,0.00005233564,0.0007337164,0.00008532374,0.002285633,0.00007340866,0.08785819,0.0002588171,0.001354885,0.04917192],"study_design_scores_gemma":[0.007772679,0.01356741,0.76625,0.0001117933,0.00004447947,0.0001628333,0.00004985293,0.0001549653,0.2106127,0.000357908,0.0007649491,0.0001504515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957265,0.0008265115,0.00007879005,0.001431934,0.00005793099,0.001569157,0.0001759607,0.00005656981,0.00007662605],"genre_scores_gemma":[0.9965769,0.001817274,0.0005705747,0.0002417559,0.00005974711,0.0003683696,0.0001383081,0.00002614851,0.0002008894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227545,"threshold_uncertainty_score":0.4810978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144433667522005,"score_gpt":0.3217708567058719,"score_spread":0.3003265200306519,"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."}}