{"id":"W2336289203","doi":"10.7759/cureus.582","title":"Technique for Robotic Stereotactic Irradiation of Choroidal Melanoma","year":2016,"lang":"en","type":"article","venue":"Cureus","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Radiation oncologist; Choroidal melanoma; Brachytherapy; Radiation therapy; Melanoma; Proton therapy; Nuclear medicine; Irradiation; Medical physics; Radiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000348535,0.0005909805,0.0001678256,0.001267117,0.0007102177,0.0004343965,0.000673213,0.000642379,0.005204455],"category_scores_gemma":[0.0003892228,0.0002514916,0.0009921342,0.0004720622,0.0005519058,0.0005719859,0.000586269,0.001055648,0.002171973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005471154,"about_ca_system_score_gemma":0.001367548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00476063,"about_ca_topic_score_gemma":0.01310988,"domain_scores_codex":[0.9997743,0.00001673536,0.00002140383,0.00004708801,0.00008920101,0.00005130112],"domain_scores_gemma":[0.9999002,0.00001478872,0.00002350337,0.0000332672,0.00001170052,0.00001651509],"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":[0.0004064709,0.0003529723,0.007326514,0.001171235,0.000188473,0.04187224,0.001506704,0.004694783,0.3130392,0.01357057,0.03992298,0.5759478],"study_design_scores_gemma":[0.0002317007,0.00155249,0.03843452,0.0003019527,0.0002369455,0.5331181,0.0002037849,0.00542672,0.06324576,0.002928279,0.3540539,0.0002659189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2157153,0.01153691,0.5781057,0.004525602,0.002243696,0.002018361,0.001742169,0.009661589,0.1744507],"genre_scores_gemma":[0.5327834,0.005182315,0.422995,0.001469257,0.0007542,0.0007565084,0.0005607436,0.0006769683,0.03482173],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005204455,"threshold_uncertainty_score":0.0174107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220946637575017,"score_gpt":0.3042309285739447,"score_spread":0.2820214621981946,"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."}}