{"id":"W3094115055","doi":"10.1002/mp.14844","title":"Update of the CLRP eye plaque brachytherapy database for photon‐emitting sources","year":2021,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Compute Canada","keywords":"Computer science; Brachytherapy; Dosimetry; Voxel; Database; Photon; Medical imaging; Artificial intelligence; Nuclear medicine; Radiation therapy; Physics; Radiology; Optics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006060744,0.00115737,0.001734155,0.004256324,0.0005396684,0.002164984,0.004409241,0.001531658,0.009753534],"category_scores_gemma":[0.01329671,0.0009925843,0.002023255,0.003969326,0.0003234821,0.001455059,0.002084263,0.001148011,0.008128421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162614,"about_ca_system_score_gemma":0.003174401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328892,"about_ca_topic_score_gemma":0.01463449,"domain_scores_codex":[0.9974669,0.0004787995,0.000389565,0.0003818051,0.001203148,0.00007984294],"domain_scores_gemma":[0.9920013,0.002332745,0.0007136927,0.002319082,0.002403676,0.0002295478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001806976,0.0003081992,0.02901926,0.005875769,0.0009596096,0.0007195515,0.0005060473,0.08769017,0.01499239,0.007628246,0.5177413,0.3327524],"study_design_scores_gemma":[0.0005764362,0.0001907044,0.02684524,0.001313648,0.0006445323,0.001739639,0.0001473565,0.04395849,0.01742152,0.004896914,0.9019946,0.0002710352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04281985,0.0116569,0.1667684,0.002175631,0.0002734873,0.001095647,0.7197624,0.02549736,0.02995043],"genre_scores_gemma":[0.06260264,0.004604663,0.08641694,0.001147307,0.00008884611,0.002320271,0.830364,0.006886217,0.005569174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01328892,"threshold_uncertainty_score":0.03262877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824898599648618,"score_gpt":0.3175609856890156,"score_spread":0.2993119996925295,"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."}}