{"id":"W4321374903","doi":"10.1002/ajh.26881","title":"Impact of sex on outcomes in patients with hairy cell leukemia. An <scp>HCL</scp> patient data registry analysis","year":2023,"lang":"en","type":"letter","venue":"American Journal of Hematology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"Hairy Cell Leukemia Foundation","keywords":"Medicine; Leukemia; Internal medicine; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005215328,0.0005747353,0.003783989,0.002239537,0.00003559542,0.00002145318,0.00125621,0.0004518617,0.00003966146],"category_scores_gemma":[0.0008028448,0.0003805874,0.0005784438,0.001764345,0.0007859765,0.0001465358,0.0003176164,0.002729802,0.00001988879],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008172589,"about_ca_system_score_gemma":0.01088059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835399,"about_ca_topic_score_gemma":0.00008884131,"domain_scores_codex":[0.9944267,0.0005330269,0.001654339,0.0007541656,0.001716385,0.0009153569],"domain_scores_gemma":[0.9918922,0.001733489,0.002991979,0.002549085,0.0004969612,0.0003362392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006933818,0.0008413482,0.7299764,0.0003686791,0.006123336,0.01037604,0.0006173503,0.0006395534,0.000003726322,9.967001e-7,0.2486766,0.001682637],"study_design_scores_gemma":[0.09394322,0.1174902,0.7298259,0.003440641,0.01426876,0.007044461,0.006995401,0.00653502,0.0004942085,0.00007171344,0.01814372,0.001746799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951075,0.00007926468,0.00003560474,0.003780593,0.0001231149,0.0003634511,0.0002838002,0.00002009284,0.000206596],"genre_scores_gemma":[0.9828663,0.00006841141,0.0006120342,0.0143816,0.000276018,0.000009113766,0.001246845,0.0001685847,0.0003710865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2305329,"threshold_uncertainty_score":0.9998646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165758615296556,"score_gpt":0.3240060220795596,"score_spread":0.302348435926594,"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."}}