{"id":"W2612035487","doi":"10.5430/jha.v6n3p41","title":"The outpatient assessment of patients with anemia by a general internal medicine service","year":2017,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Anemia; Referral; Internal medicine; Cohort; Retrospective cohort study; Hematology; Hemoglobin; Demographics; Pediatrics; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002810283,0.0001840613,0.0002466067,0.0006049916,0.0008354802,0.0004976981,0.0002820685,0.0002613525,0.005855903],"category_scores_gemma":[0.001278141,0.0001933923,0.0001343251,0.0007466261,0.0003697119,0.0001852717,0.0004619417,0.0003986472,0.0007687103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148343,"about_ca_system_score_gemma":0.001356542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753879,"about_ca_topic_score_gemma":0.05039182,"domain_scores_codex":[0.9997303,0.00007472651,0.00003050552,0.00003939546,0.00004871199,0.00007633405],"domain_scores_gemma":[0.998921,0.0002318537,0.0003175938,0.00003856431,0.0001107568,0.0003802906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001944343,0.0001872771,0.9456888,0.0002436363,0.00002345758,0.01276543,0.001614653,0.00008258707,0.003156021,0.000116887,0.01184184,0.02408494],"study_design_scores_gemma":[0.00002707697,0.0003590373,0.9739939,0.0001830856,0.00001513585,0.01589809,0.002380245,0.0001622932,0.0002251766,0.00007849745,0.006667411,0.00001004363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821457,0.002276395,0.0002350519,0.000982667,0.0000661128,0.0001640675,0.0008085796,0.0000503212,0.01327095],"genre_scores_gemma":[0.9936446,0.001635406,0.000744616,0.001178262,0.0001278249,0.00004576345,0.0005015069,0.00001033371,0.00211178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753879,"threshold_uncertainty_score":0.03487343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397539390722643,"score_gpt":0.4647252237352241,"score_spread":0.4207498298279977,"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."}}