{"id":"W1971722299","doi":"10.1016/j.brachy.2009.03.111","title":"Iris melanoma brachytherapy treatment using modified COMS plaque","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Medicine; Brachytherapy; IRIS (biosensor); Melanoma; Medical physics; Nuclear medicine; Dermatology; Radiology; Cancer research; Radiation therapy; Artificial intelligence","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":[0.0002000762,0.000303267,0.0005142561,0.0007110514,0.000466925,0.0004602324,0.0004053119,0.0006033551,0.002512355],"category_scores_gemma":[0.0003193896,0.0003334615,0.000852325,0.0004780703,0.0003564971,0.0003905357,0.0004869428,0.000625519,0.0004601631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622883,"about_ca_system_score_gemma":0.0003147877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015568,"about_ca_topic_score_gemma":0.001866191,"domain_scores_codex":[0.9997997,0.00002259666,0.00001749779,0.00005291857,0.00007376004,0.00003358613],"domain_scores_gemma":[0.9998921,0.00002761497,0.00002286353,0.00003475575,0.00001124069,0.00001137536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.002516451,0.0006296463,0.007781062,0.000706666,0.000368124,0.009339857,0.0003618756,0.003974233,0.7990694,0.002934503,0.00206279,0.1702554],"study_design_scores_gemma":[0.001216898,0.005192492,0.05367149,0.0001489692,0.0009144096,0.07276849,0.0001526455,0.01616281,0.7971421,0.001366885,0.05105124,0.0002115079],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929981,0.006717945,0.03153325,0.001075365,0.0005086928,0.0003076962,0.0002580146,0.0009174223,0.02870055],"genre_scores_gemma":[0.9786225,0.001068703,0.01334094,0.000158842,0.0001137188,0.00004334976,0.00006529794,0.0001227597,0.006463939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512355,"threshold_uncertainty_score":0.008404672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252719993212072,"score_gpt":0.3359358443328019,"score_spread":0.2934086444006812,"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."}}