{"id":"W6930247076","doi":"10.5281/zenodo.12025640","title":"hematology case studies with answers pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemoglobin s; Nucleofection; Subpoena; Dysgeusia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001562508,0.0009554583,0.0007704617,0.002805096,0.001185671,0.002006535,0.001305114,0.00315641,0.6556097],"category_scores_gemma":[0.01629754,0.0003895744,0.0009083945,0.001680336,0.0006660116,0.003762363,0.002499816,0.002402616,0.2686255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009546216,"about_ca_system_score_gemma":0.001075849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009262586,"about_ca_topic_score_gemma":0.001981203,"domain_scores_codex":[0.9984319,0.0003770547,0.0001967252,0.0001274781,0.0006998061,0.0001669837],"domain_scores_gemma":[0.9914116,0.003020253,0.0006372363,0.0005862971,0.003151283,0.001193323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001707203,0.00003309455,0.000165357,0.0002801071,0.000003449206,0.001524495,0.00004873314,0.00004265504,0.000085081,0.001032806,0.9559003,0.0408668],"study_design_scores_gemma":[0.00002188853,0.00002280264,0.0004343349,0.0007052921,0.000005508634,0.0053636,0.0001913825,0.00005089775,0.0001109096,0.001704316,0.9913761,0.00001311479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001824547,0.01085999,0.004446179,0.02636335,0.01386954,0.001259414,0.003775473,0.001877864,0.9357237],"genre_scores_gemma":[0.03436328,0.0273047,0.007656182,0.02701187,0.01897689,0.001809031,0.00858121,0.001120234,0.8731766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3443903,"threshold_uncertainty_score":0.491231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083446389005633,"score_gpt":0.2922219648025111,"score_spread":0.2513875009124547,"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."}}