{"id":"W2058767673","doi":"10.1182/blood-2008-01-134270","title":"ALK− anaplastic large-cell lymphoma is clinically and immunophenotypically different from both ALK+ ALCL and peripheral T-cell lymphoma, not otherwise specified: report from the International Peripheral T-Cell Lymphoma Project","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":854,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Anaplastic large-cell lymphoma; Anaplastic lymphoma kinase; Medicine; Lymphoma; Not Otherwise Specified; Peripheral T-cell lymphoma; Internal medicine; T-cell lymphoma; Pathology; Oncology; Gastroenterology; T cell; Immunology; Immune system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004192874,0.0008971501,0.001175491,0.0001579931,0.0006050813,0.0003187166,0.0007612496,0.0004552047,0.001448339],"category_scores_gemma":[0.0003304082,0.0006745565,0.0004127598,0.0002541874,0.0008532071,0.0001875781,0.0006276382,0.0003408136,0.000062433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774769,"about_ca_system_score_gemma":0.001142541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907256,"about_ca_topic_score_gemma":0.0003400336,"domain_scores_codex":[0.9938013,0.0003385477,0.001444708,0.001747939,0.001627355,0.00104015],"domain_scores_gemma":[0.9964024,0.0009319088,0.0004885569,0.001315976,0.0003673098,0.0004938535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0239494,0.04534632,0.7701582,0.0002295307,0.00277709,0.01178341,0.01649724,0.000003475397,0.1006091,0.00006390849,0.01330444,0.0152779],"study_design_scores_gemma":[0.217166,0.004755029,0.680945,0.0004191055,0.001677848,0.009351658,0.004198526,0.008306148,0.02911551,0.0004594656,0.04074449,0.002861152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984357,0.00359752,0.000249159,0.00102174,0.0004072906,0.001443391,0.0006932216,0.0001407175,0.008089947],"genre_scores_gemma":[0.9856951,0.002732487,0.00191468,0.002665737,0.0008971363,0.0001361505,0.0005030506,0.0001939562,0.005261743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932166,"threshold_uncertainty_score":0.9995705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352644673461006,"score_gpt":0.273846855658862,"score_spread":0.2503204089242519,"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."}}