{"id":"W6939458418","doi":"10.60692/3w8de-m0672","title":"Ophthalmic Radiotherapy: Plaques and Implants","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Brachytherapy; Radiation therapy; External beam radiation; Radiation injury; Ionizing radiation; External beam radiotherapy","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":[0.000538618,0.0008859091,0.0005645768,0.00190932,0.001057427,0.003085788,0.000597746,0.002071317,0.02185257],"category_scores_gemma":[0.0007660606,0.0004742617,0.0008425062,0.001299846,0.0009419086,0.001694439,0.001164029,0.001640017,0.0122491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000866544,"about_ca_system_score_gemma":0.001133429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330526,"about_ca_topic_score_gemma":0.001539616,"domain_scores_codex":[0.9995041,0.00004600321,0.00003664171,0.0000462589,0.0003271489,0.00003979158],"domain_scores_gemma":[0.999781,0.00004325182,0.00004197799,0.00003024219,0.00007928355,0.00002437002],"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":[0.0002125492,0.0001148703,0.001322381,0.002942245,0.00004956821,0.002137257,0.0004578377,0.0006994937,0.03232095,0.02788209,0.07035084,0.8615099],"study_design_scores_gemma":[0.00001986456,0.0001755228,0.001854664,0.001105579,0.00005387114,0.01370821,0.0001822927,0.0001902751,0.009989857,0.005968036,0.966714,0.00003777108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02051559,0.6003872,0.0288581,0.009645773,0.006167092,0.0003241136,0.0007837654,0.001896584,0.3314218],"genre_scores_gemma":[0.134261,0.4637346,0.04172487,0.007396903,0.003778367,0.0002925368,0.0007605143,0.0009252242,0.347126],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02185257,"threshold_uncertainty_score":0.07310414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023561945556076,"score_gpt":0.242544195967796,"score_spread":0.2223085765122353,"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."}}