{"id":"W2996767878","doi":"10.1002/mp.13996","title":"AAPM recommendations on medical physics practices for ocular plaque brachytherapy: Report of task group 221","year":2019,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Brachytherapy; Medical physics; Task group; Quality assurance; Radiation treatment planning; Medical physicist; Project commissioning; Dosimetry; Medicine; Computer science; Radiation therapy; Nuclear medicine; Engineering; Radiology; Engineering management; Publishing; Pathology","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":[0.03593585,0.001763923,0.00137187,0.006520581,0.003515634,0.004517422,0.006838571,0.01190947,0.009690202],"category_scores_gemma":[0.04061265,0.0016649,0.003506878,0.004913907,0.002125775,0.002006634,0.002844016,0.007288328,0.008894008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004532882,"about_ca_system_score_gemma":0.04219658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03515529,"about_ca_topic_score_gemma":0.02734382,"domain_scores_codex":[0.970695,0.007557548,0.003219212,0.0008835811,0.01644428,0.001200459],"domain_scores_gemma":[0.9413456,0.0134937,0.007797072,0.003568005,0.03072416,0.003071517],"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":[0.00008438396,0.0003357266,0.001954632,0.001501457,0.00004430628,0.0003209919,0.0005531911,0.003706634,0.004237662,0.007719408,0.8567687,0.1227729],"study_design_scores_gemma":[0.00005176841,0.0001189877,0.004718629,0.001999271,0.00007296709,0.0006514186,0.0002747338,0.0008605137,0.002086159,0.003736136,0.9853504,0.0000790259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01078879,0.1002535,0.1626216,0.2740019,0.05101128,0.01107473,0.01449362,0.008101311,0.3676533],"genre_scores_gemma":[0.05261228,0.1099115,0.4796191,0.08765933,0.01653777,0.01319575,0.02135889,0.004806803,0.2142984],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03593585,"threshold_uncertainty_score":0.1900492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144192278001581,"score_gpt":0.3674702529460088,"score_spread":0.336028330165993,"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."}}