{"id":"W4210934245","doi":"10.1016/j.brachy.2011.02.118","title":"Withdrawn","year":2011,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"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":[0.00001797958,0.00005854266,0.0000512442,0.00001988561,0.0000359708,0.000008064703,0.00007103688,0.00002808177,0.0006310981],"category_scores_gemma":[6.538514e-7,0.00005323134,0.00002302458,0.00006970583,0.00001705557,0.00005116424,0.000001706066,0.00004618581,0.0002743728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006144089,"about_ca_system_score_gemma":0.000003524248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000077287,"about_ca_topic_score_gemma":0.000008250684,"domain_scores_codex":[0.9997449,0.00000280837,0.00005948957,0.00005999356,0.00003432183,0.00009850062],"domain_scores_gemma":[0.9998047,0.000006826978,0.000005480711,0.0001434739,0.000007478858,0.00003201126],"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":[0.00004715722,0.0004006146,0.02356723,0.00005933796,0.000376008,0.00001835841,0.01881982,0.0004306607,0.283269,0.1022925,0.0201911,0.5505283],"study_design_scores_gemma":[0.0008409399,0.00009231903,0.0932263,0.00001331469,0.00001881119,0.00006140559,0.0001781608,0.001761024,0.04415245,0.01454223,0.8444449,0.0006681354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637622,0.0008214618,0.01337504,0.00003654195,0.0001990173,0.0001523488,0.000004595853,0.0009133405,0.2207354],"genre_scores_gemma":[0.9965054,0.0001190299,0.002746719,0.0001296398,0.00007685545,0.00003498625,0.00000227696,0.00002340955,0.0003616357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8242538,"threshold_uncertainty_score":0.6910082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044629707710475,"score_gpt":0.1680809514747116,"score_spread":0.1476346543976068,"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."}}