{"id":"W2522966186","doi":"10.1182/blood.v126.23.2699.2699","title":"Outcome of Observation As Initial Strategy in Patients with Mantle Cell Lymphoma","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Mantle cell lymphoma; Internal medicine; Lymphoma; B symptoms; Surgery","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":[0.0002777615,0.0001157384,0.0002868366,0.0002677244,0.0004430668,0.0006346648,0.0001949875,0.0002617929,0.0008203783],"category_scores_gemma":[0.001124919,0.00006954664,0.0003550368,0.0003278414,0.0001934867,0.0002797924,0.0004363469,0.0004340095,0.0001169318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007118969,"about_ca_system_score_gemma":0.0004713884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186367,"about_ca_topic_score_gemma":0.002902742,"domain_scores_codex":[0.9997998,0.00003668437,0.00001853875,0.00004797191,0.00002921809,0.00006776761],"domain_scores_gemma":[0.9992099,0.0001081074,0.0003416932,0.00002644886,0.00004803377,0.0002658376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001582296,0.0001404312,0.9852777,0.00003384244,0.00004630952,0.0009005727,0.0001438276,0.0001536815,0.0006340828,0.00003845691,0.00033987,0.01070889],"study_design_scores_gemma":[0.00006039587,0.001243134,0.993832,0.00004604699,0.00008863347,0.002926942,0.000393885,0.0003739851,0.0002417361,0.0001145617,0.0006697335,0.000008988164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985095,0.0007488988,0.00006737919,0.00008926829,0.000009250174,0.000009310162,0.0001497373,0.000003591523,0.0004130707],"genre_scores_gemma":[0.9993968,0.0001472739,0.00003060437,0.00003557176,0.00001588094,0.000005631852,0.0003029494,9.27449e-7,0.00006429628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00186367,"threshold_uncertainty_score":0.005165219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864422815223632,"score_gpt":0.2762384958301926,"score_spread":0.2375942676779562,"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."}}