{"id":"W1987220531","doi":"10.1111/cyt.12119","title":"Cytomorphological and clinicopathological spectrum of pulmonary marginal zone lymphoma: the utility of immunophenotyping, <scp>PCR</scp> and <scp>FISH</scp> studies","year":2013,"lang":"en","type":"article","venue":"Cytopathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Immunophenotyping; Medicine; Fish <Actinopterygii>; Pathology; Immunology; Biology; Antigen; Fishery","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":[0.0009409968,0.0002509493,0.000155708,0.002007507,0.0001816523,0.0004359621,0.000355029,0.0003339693,0.0006565299],"category_scores_gemma":[0.002680336,0.0001694017,0.0001392049,0.0005002638,0.000489923,0.0005214824,0.0003178944,0.000158289,0.0002602418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232016,"about_ca_system_score_gemma":0.0001976769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009763565,"about_ca_topic_score_gemma":0.001822086,"domain_scores_codex":[0.9997179,0.00006531333,0.00005655035,0.0000506553,0.0000751405,0.00003430714],"domain_scores_gemma":[0.998902,0.0004012858,0.0002901853,0.00006467077,0.0002160593,0.0001258724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106524,0.00001371753,0.9605545,0.00004937677,0.00002451728,0.009714138,0.0001754578,0.0001376353,0.01405715,0.0000381281,0.0001520543,0.01497268],"study_design_scores_gemma":[0.00001063305,0.0001305744,0.9056062,0.00005384144,0.00004294653,0.08880233,0.000632998,0.0008199008,0.002594584,0.00006394501,0.001233702,0.000008363047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943184,0.003582616,0.0009309057,0.00007480811,0.000007918883,0.0000206177,0.00008442114,0.00002429658,0.000955947],"genre_scores_gemma":[0.9987319,0.0006376795,0.0004837639,0.00002156254,0.00001594786,0.000004807344,0.00005524411,0.000002254214,0.00004686777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002007507,"threshold_uncertainty_score":0.004976511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330916836982471,"score_gpt":0.2835391930139726,"score_spread":0.2502300246441479,"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."}}