{"id":"W2189263041","doi":"10.3324/haematol.2015.128066","title":"Comment on: \"The impact of category, cytopathology and cytogenetics on development and progression of clonal and malignant myeloid transformation in inherited bone marrow failure syndromes\"","year":2015,"lang":"en","type":"letter","venue":"Haematologica","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cytopathology; Cytogenetics; Transformation (genetics); Myeloid; Bone marrow; Medicine; Malignant transformation; Pathology; Somatic evolution in cancer; Immunology; Cancer research; Biology; Genetics; Internal medicine; Cancer; Cytology; Chromosome; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007845742,0.0003734556,0.001098872,0.0003749835,0.00005948692,0.00001469876,0.000125508,0.0007448554,0.0000252414],"category_scores_gemma":[0.0001086889,0.0002096394,0.00006027093,0.0001879129,0.0004757498,0.00002848703,0.0001219524,0.00109679,0.000002388537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295478,"about_ca_system_score_gemma":0.0003500225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003207607,"about_ca_topic_score_gemma":0.000007105252,"domain_scores_codex":[0.9976508,0.0003524355,0.0006927833,0.0003891586,0.0005279334,0.0003868622],"domain_scores_gemma":[0.998862,0.0002568645,0.0003160199,0.000305465,0.0001452458,0.0001144625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006872888,0.001320044,0.06267399,0.0111011,0.0008474806,0.01763484,0.01405326,0.00001307007,0.01180283,0.001032172,0.8506137,0.02203461],"study_design_scores_gemma":[0.03980683,0.05345684,0.3243382,0.02134772,0.000960508,0.09030754,0.004835134,0.001778049,0.09881551,0.003081752,0.357011,0.004260942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7915644,0.0007689392,0.000008719342,0.2062231,0.00001495173,0.001223185,0.00004368113,0.00001281451,0.0001401712],"genre_scores_gemma":[0.97786,0.0004242945,0.001394397,0.01978298,0.00003417961,0.000141386,0.0002928373,0.00003558313,0.00003436535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4936027,"threshold_uncertainty_score":0.8548845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05633848446140335,"score_gpt":0.3222815539651114,"score_spread":0.2659430695037081,"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."}}