{"id":"W2914287047","doi":"10.22374/cjgim.v14i1.261","title":"Metastatic Breast Cancer Presenting as Refractory Anemia","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Bone marrow; Anemia; Breast cancer; Cytopenia; Metastatic breast cancer; Gynecology; Surgery; Gastroenterology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002239906,0.0001870381,0.0005570477,0.000383266,0.0000428385,0.00002169585,0.0001604587,0.00004639433,0.0088671],"category_scores_gemma":[0.00007879658,0.0001273758,0.0001570454,0.000152502,0.0001044734,0.0001226677,0.0000117202,0.0003692994,0.00006500607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006848677,"about_ca_system_score_gemma":0.001618485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1041528,"about_ca_topic_score_gemma":0.01082765,"domain_scores_codex":[0.9985193,0.00003961406,0.000547626,0.0001739728,0.0003697827,0.0003497303],"domain_scores_gemma":[0.9979128,0.00005664435,0.0003385398,0.0001977166,0.0003711117,0.001123199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005122894,0.0001431689,0.7554027,0.0002682965,0.001362016,0.008469346,0.001429058,0.0001205422,0.009422909,0.0002979697,0.1878483,0.0347234],"study_design_scores_gemma":[0.01319342,0.004587769,0.6920729,0.007152902,0.001956234,0.03195941,0.0009955559,0.0002628046,0.004023218,0.0004056408,0.2428764,0.0005137412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671819,0.006880914,0.000008295277,0.01481481,0.002081272,0.0001936173,0.0000254662,0.000004901718,0.008808854],"genre_scores_gemma":[0.9820743,0.0005244871,0.0001361054,0.002761763,0.00194605,0.000005802258,0.000005962448,0.00002965552,0.01251583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09332519,"threshold_uncertainty_score":0.9920389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177738638111211,"score_gpt":0.3146970640449407,"score_spread":0.2929196776638286,"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."}}