{"id":"W1975409310","doi":"10.1016/j.brachy.2007.02.107","title":"A quality assurance method for I-125 eye plaque construction","year":2007,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Quality assurance; Medical physics; Choroidal melanoma; Melanoma; Pathology; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005698076,0.000662139,0.0005665357,0.002241814,0.001009376,0.001269018,0.0009836537,0.001230174,0.002687923],"category_scores_gemma":[0.008383779,0.0008829521,0.0005882049,0.0009834615,0.0009361499,0.0007347465,0.0007939394,0.001087454,0.00103534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007731753,"about_ca_system_score_gemma":0.001284139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001729185,"about_ca_topic_score_gemma":0.002427292,"domain_scores_codex":[0.9967753,0.0006590807,0.0002432781,0.0004444128,0.001779936,0.00009809997],"domain_scores_gemma":[0.990149,0.003146664,0.0008766023,0.00170957,0.003950913,0.000167262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005151044,0.0001328194,0.007425795,0.0005041285,0.00006891041,0.0001818769,0.0007796376,0.001285469,0.8257855,0.001894997,0.001981374,0.1594444],"study_design_scores_gemma":[0.0001284536,0.001177244,0.01922335,0.0001365882,0.000344111,0.00284353,0.0002523014,0.01667305,0.927828,0.0006451461,0.03058935,0.0001589088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08202742,0.002532455,0.9056026,0.0004939417,0.0002662818,0.0005732889,0.0002129738,0.003715458,0.004575505],"genre_scores_gemma":[0.2289155,0.0007865242,0.7634784,0.0002920274,0.00007427629,0.0004136162,0.0003539482,0.000798224,0.004887572],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005698076,"threshold_uncertainty_score":0.03013462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017925697070311,"score_gpt":0.3758919947196079,"score_spread":0.3557127377489048,"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."}}