{"id":"W1998276281","doi":"10.1097/iop.0b013e31821cc4bb","title":"Primary, Unilateral Ocular Adnexal Lymphoma: Disease Progression and Long-Term Survival","year":2011,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Lymphoma; Marginal zone; Follicular lymphoma; Mantle cell lymphoma; Mucosa-associated lymphoid tissue; MALT lymphoma; Retrospective cohort study; Biopsy; Diffuse large B-cell lymphoma; Pathology; Large cell; Marginal zone B-cell lymphoma; Disease; Internal medicine; B cell; Cancer; Adenocarcinoma; Immunology; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001235051,0.0002976409,0.0005534121,0.0001516133,0.00014443,0.00003024283,0.00003537277,0.0001079614,0.0001274645],"category_scores_gemma":[0.0000901934,0.000216192,0.0001302012,0.0000940707,0.0004539381,0.0001574051,0.00007995448,0.00006982713,0.00001193381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009692754,"about_ca_system_score_gemma":0.0002599536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000176315,"about_ca_topic_score_gemma":0.000001009048,"domain_scores_codex":[0.9985808,0.0000717434,0.0003020598,0.00050034,0.0002049485,0.000340077],"domain_scores_gemma":[0.9986789,0.000436796,0.0001220553,0.0001883616,0.00006276267,0.0005111787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008616305,0.0004213717,0.9334162,0.0001933168,0.0002167755,0.003505343,0.00008067487,2.891268e-8,0.00006718361,0.000113187,0.00001933494,0.06110492],"study_design_scores_gemma":[0.001922472,0.0001397091,0.9918569,0.0005865275,0.0003065784,0.00451478,0.00003946003,0.00001493038,0.0002168105,0.0001378723,0.00002198258,0.0002419653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951237,0.001669201,0.0000149554,0.00002786006,0.000782982,0.0003115456,0.00005252835,0.00004321819,0.001973936],"genre_scores_gemma":[0.9988315,0.0005062236,0.0002680822,0.00002744679,0.0001022875,0.00004496579,0.00008795509,0.00002554764,0.0001059792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06086295,"threshold_uncertainty_score":0.8816054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672518568657574,"score_gpt":0.2501082272258917,"score_spread":0.2233830415393159,"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."}}