{"id":"W2229160955","doi":"10.1159/000433546","title":"Outcomes of Proton Beam Radiotherapy for Large Non-Peripapillary Choroidal and Ciliary Body Melanoma at TRIUMF and the BC Cancer Agency","year":2015,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia; BC Cancer Agency","funders":"BC Cancer Agency; TRIUMF; Loma Linda University; Kræftens Bekæmpelse","keywords":"Medicine; Enucleation; Ciliary body; Radiation therapy; Melanoma; Choroid; Univariate analysis; Ophthalmology; Internal medicine; Surgery; Multivariate analysis; Retina; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005624534,0.0001491459,0.0002555007,0.0003798932,0.0006678152,0.0005240529,0.0002446386,0.0002432711,0.0009001542],"category_scores_gemma":[0.00179572,0.00008496314,0.000369763,0.0005007483,0.0002578104,0.0002344182,0.0003817893,0.0003177926,0.0001613095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003332112,"about_ca_system_score_gemma":0.001513881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05074921,"about_ca_topic_score_gemma":0.08097508,"domain_scores_codex":[0.9995456,0.00009610426,0.00003592267,0.00005289272,0.00015731,0.0001121323],"domain_scores_gemma":[0.9986846,0.0001697767,0.0005932907,0.00004533813,0.0002427325,0.0002642685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001352416,0.0001741625,0.9674672,0.00008088115,0.0002027885,0.0007070928,0.0003291021,0.000855617,0.001135601,0.00003980174,0.001118214,0.02653704],"study_design_scores_gemma":[0.00007618101,0.0009533762,0.9953585,0.00001707824,0.00009551767,0.0014782,0.0001427178,0.0003802316,0.0004792044,0.00002839237,0.0009822294,0.000008275219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968861,0.001005281,0.000116309,0.0001144921,0.000005633461,0.00002095589,0.0004201704,0.000005389612,0.001425809],"genre_scores_gemma":[0.9988492,0.0002009701,0.0000529443,0.00003695682,0.000006525424,0.000009378839,0.0006079369,0.000003293249,0.0002327413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9492508,"threshold_uncertainty_score":0.1009076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945227043755064,"score_gpt":0.3306107449032012,"score_spread":0.3111584744656505,"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."}}