{"id":"W2266476138","doi":"10.1016/j.ijrobp.2016.01.040","title":"Practice Patterns Analysis of Ocular Proton Therapy Centers: The International OPTIC Survey","year":2016,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; TRIUMF","funders":"","keywords":"Medicine; Ocular Melanoma; Proton therapy; Radiation treatment planning; Medical physics; Radiation therapy; Quality assurance; Magnetic resonance imaging; Stereotactic radiation therapy; Radiology; Radiosurgery; Melanoma; 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":[0.0009038149,0.000161592,0.0002668885,0.003211747,0.0003388321,0.0007107232,0.0004515023,0.0004628305,0.002354503],"category_scores_gemma":[0.004211909,0.000201778,0.0007010518,0.005745194,0.0002655848,0.001030621,0.001196124,0.0003097842,0.0003141398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424307,"about_ca_system_score_gemma":0.001281276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02885036,"about_ca_topic_score_gemma":0.03686141,"domain_scores_codex":[0.9986355,0.0002148866,0.0003140385,0.0002819808,0.0002541495,0.0002994028],"domain_scores_gemma":[0.9936787,0.000880146,0.003587793,0.0002170319,0.0008712964,0.0007650762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000265874,0.000009806418,0.9978634,0.00001344889,0.00002833109,0.00001628019,0.0001688085,0.00003546794,0.00004542977,0.00002587728,0.0002965401,0.001470082],"study_design_scores_gemma":[0.000001820743,0.00001871977,0.9983906,0.00001417467,0.00001109351,0.00008159052,0.0009748168,0.0001176557,0.00002734022,0.00001233238,0.0003465772,0.000003290319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945538,0.0004377883,0.0001020929,0.0002257386,0.000003065752,0.00001395005,0.003536781,0.000007119229,0.001119669],"genre_scores_gemma":[0.9971508,0.0003209538,0.0001164017,0.00006788248,0.000005304448,0.00002006633,0.002065731,0.000005699227,0.0002471825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885036,"threshold_uncertainty_score":0.05736482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310334703328761,"score_gpt":0.3693727389903575,"score_spread":0.3362693919570699,"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."}}