{"id":"W2603067755","doi":"10.1182/blood.v110.11.2326.2326","title":"The Role of Bone Marrow Examination in the Initial Evaluation of Pediatric Hodgkin’ Disease: The Canadian Perspective.","year":2007,"lang":"en","type":"article","venue":"Blood","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Stage (stratigraphy); Bone marrow; Disease; Trephine; Lymphoma; Hematology; Internal medicine; Pediatrics; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.002247743,0.00005387979,0.00009365709,0.00007207775,0.00009294552,0.000008070256,0.00008445513,0.00004571873,0.00002815049],"category_scores_gemma":[0.003556469,0.00002588841,0.00004017728,0.0002891259,0.00008351437,0.00001762806,0.000009470122,0.0001034944,0.000002233041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003851144,"about_ca_system_score_gemma":0.0003302992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008674439,"about_ca_topic_score_gemma":0.07075789,"domain_scores_codex":[0.9989459,0.0001718711,0.0001929697,0.00008010992,0.000467652,0.0001415177],"domain_scores_gemma":[0.9987335,0.00067344,0.00007538116,0.0001770861,0.0002815924,0.00005905156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002456322,0.00277653,0.8288734,0.00008888602,0.00008908237,0.00009408868,0.008977053,0.00003435076,0.0002096384,0.1182803,0.0005918054,0.03973921],"study_design_scores_gemma":[0.001098153,0.000108135,0.9826973,0.00001141418,0.0003692154,0.000004506494,0.005306929,0.0001794097,0.0002293957,0.009803398,0.0001549998,0.00003713339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741529,0.005734294,0.000007323476,0.001617531,0.00002830081,0.0005388595,0.000009084178,0.000003334136,0.01790843],"genre_scores_gemma":[0.9996372,0.0001078867,0.00001144421,0.0001149517,0.00009179341,0.00001976675,0.000007680922,0.000004040452,0.00000526216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1538239,"threshold_uncertainty_score":0.9979269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017186066542934,"score_gpt":0.3174742624545106,"score_spread":0.2873024017890813,"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."}}