{"id":"W2120183688","doi":"10.14740/jh224e","title":"Arterial and Venous Estimation of Hemoglobin: A Correlational Study","year":2015,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemoglobin; Estimation; Internal medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002394521,0.0002354834,0.0004326036,0.001381139,0.0003383705,0.0006688202,0.000314277,0.0003906889,0.001553621],"category_scores_gemma":[0.009083385,0.0002424826,0.0002742083,0.001485272,0.0005650532,0.0005519215,0.0004869885,0.0007116853,0.0003909011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179135,"about_ca_system_score_gemma":0.0004855382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005418858,"about_ca_topic_score_gemma":0.0005209886,"domain_scores_codex":[0.9977574,0.0009950637,0.0002701341,0.0003666756,0.0004043665,0.0002063432],"domain_scores_gemma":[0.9895322,0.005464595,0.002826533,0.0006610764,0.0009987417,0.000516817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112226,0.00003868929,0.9981353,0.00001518676,0.00002161076,0.0001103673,0.00005691445,0.00001683223,0.0001284755,0.00002651444,0.00003456671,0.001303156],"study_design_scores_gemma":[0.00001649383,0.0008581465,0.9934304,0.00003020006,0.00008163828,0.003083347,0.0005841281,0.0006574717,0.0004455252,0.0001442561,0.0006588897,0.000009435377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971995,0.0008141311,0.0008756478,0.00005027257,0.00001647229,0.00002972201,0.0001766344,0.000004426773,0.0008331317],"genre_scores_gemma":[0.9990525,0.0002233252,0.0004551081,0.00002487032,0.00002397636,0.00001811051,0.0001457313,0.000002000578,0.00005438154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002394521,"threshold_uncertainty_score":0.0126636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495666120244412,"score_gpt":0.2950263994457403,"score_spread":0.2700697382432962,"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."}}