{"id":"W4234067314","doi":"10.29173/oer1","title":"A Laboratory Guide to Clinical Hematology","year":2019,"lang":"en","type":"book","venue":"University of Alberta Libraries eBooks","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hematology; Medical physics; Internal medicine; Medicine","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":[0.001482312,0.001759645,0.001613051,0.003058238,0.000722896,0.002233658,0.002057421,0.001974196,0.1686057],"category_scores_gemma":[0.004245696,0.0007902951,0.0006762858,0.002516836,0.0005457178,0.001562214,0.001456339,0.004788797,0.2431014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008542598,"about_ca_system_score_gemma":0.002629426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525203,"about_ca_topic_score_gemma":0.008056704,"domain_scores_codex":[0.9987606,0.0002605933,0.0001117974,0.0001139768,0.000678887,0.00007415492],"domain_scores_gemma":[0.9976534,0.0004571392,0.00008291867,0.0002098698,0.001200114,0.0003965621],"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":[0.00002257488,0.00007093331,0.0002251392,0.0001010753,0.000004686579,0.0001412945,0.00001907226,0.00008461525,0.0002518469,0.001169673,0.8465224,0.1513866],"study_design_scores_gemma":[0.00001533237,0.0000311505,0.0004254547,0.0002570843,0.000005089778,0.001145259,0.00001728577,0.00009562708,0.0001218354,0.001968005,0.9959086,0.000009250361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008246191,0.09661252,0.06090248,0.03210859,0.02537839,0.001575193,0.007116363,0.01299543,0.7624863],"genre_scores_gemma":[0.004079875,0.05209426,0.08677512,0.02670268,0.0102121,0.001759476,0.009409939,0.001481467,0.807485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1686057,"threshold_uncertainty_score":0.5640423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027007439939749,"score_gpt":0.3089295441171671,"score_spread":0.2786594697177696,"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."}}