{"id":"W2017366823","doi":"10.1016/j.brachy.2010.02.037","title":"Comparison of Three Radio-Nuclides for Online Gamma Camera Imaging of Permanent Seed Implants","year":2010,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Nuclide; Brachytherapy; Gamma camera; Nuclear medicine; Collimator; Medicine; Imaging phantom; Optics; Physics; Photon; Pixel; Nuclear physics; Radiology; 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":[0.0001116003,0.0001876973,0.0004629885,0.00007924537,0.0000578337,0.00001049001,0.0002302953,0.00004068108,0.0001361201],"category_scores_gemma":[0.000004235693,0.0001708785,0.0001493808,0.00009985906,0.0001159921,0.0001201788,0.00001552443,0.0001850464,4.219541e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001085716,"about_ca_system_score_gemma":0.00003983697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001279769,"about_ca_topic_score_gemma":0.00003208437,"domain_scores_codex":[0.9989666,0.00001702037,0.0004317203,0.0002146421,0.0001318518,0.0002381308],"domain_scores_gemma":[0.9989817,0.0001171503,0.0003662397,0.0003492457,0.0001349719,0.00005071561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001065091,0.0003269853,0.4487559,0.00002195449,0.00008491394,2.660028e-7,0.000325377,0.00003056801,0.4171679,0.002793069,0.000225309,0.1301612],"study_design_scores_gemma":[0.003684146,0.0004877527,0.1823165,0.00009534792,0.00005769576,0.00001123161,0.0002951354,0.01114702,0.7665247,0.01089859,0.02380444,0.0006773869],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8533653,0.0003387475,0.145121,0.0001160818,0.0001527052,0.0004690789,0.0002594804,0.00005357445,0.0001240623],"genre_scores_gemma":[0.9114789,0.00001637424,0.08797166,0.00003962843,0.0002860317,0.00003679408,0.00008960433,0.0000447163,0.00003630373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493568,"threshold_uncertainty_score":0.6968225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873492251397953,"score_gpt":0.3425918273785316,"score_spread":0.323856904864552,"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."}}