{"id":"W3097766015","doi":"10.1182/blood-2020-134557","title":"Characterizing Frailty in Myeloproliferative Neoplasms: Baseline Results from the Orchid Study","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster University; Population Health Research Institute; Queen's University","funders":"","keywords":"Medicine; Internal medicine; Stroke (engine); Weight loss; Depression (economics); Physical therapy; Obesity","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":[0.001424796,0.0001931233,0.0003955195,0.0008192354,0.0003216704,0.0006721132,0.0002952984,0.0002632981,0.001098372],"category_scores_gemma":[0.002618565,0.0001405095,0.0004151662,0.001064506,0.0002029086,0.0004482571,0.0009244036,0.0003883457,0.0001863059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034312,"about_ca_system_score_gemma":0.0002477258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003473002,"about_ca_topic_score_gemma":0.004786882,"domain_scores_codex":[0.9994745,0.000123245,0.00009832621,0.0001196486,0.0001267079,0.00005770425],"domain_scores_gemma":[0.9988055,0.0002036316,0.0004776103,0.0001068826,0.0001619602,0.0002444642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002266585,0.00001888315,0.9984456,0.00001669814,0.0000525535,0.00001807585,0.00005241105,0.00003233283,0.00003950829,0.00001213674,0.0001664967,0.0009187384],"study_design_scores_gemma":[0.00002540469,0.00008313887,0.9991596,0.00001355937,0.00003840082,0.00009588976,0.00008818685,0.00006807459,0.00002793016,0.00001434569,0.0003825187,0.000003156018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946095,0.0006972982,0.00007600268,0.00004461635,0.000006238127,0.00004282553,0.003897201,0.00000245261,0.0006238499],"genre_scores_gemma":[0.9947329,0.0002507712,0.0001199291,0.00004197447,0.00001283288,0.00003875242,0.004670787,0.000002712401,0.0001294602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003473002,"threshold_uncertainty_score":0.0075351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05270650216916771,"score_gpt":0.3051623174984077,"score_spread":0.25245581532924,"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."}}