{"id":"W4250399725","doi":"10.1007/978-3-319-24103-6","title":"Hemo-Dynamics","year":2015,"lang":"en","type":"book","venue":"Biological and medical physics, biomedical engineering","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Dynamics (music); Physics; Acoustics","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":[0.0001167452,0.0004810938,0.0002980281,0.0002899852,0.0004484958,0.0006521972,0.0005761486,0.0004509883,0.028512],"category_scores_gemma":[0.0001864539,0.0001935512,0.0002074226,0.0002831079,0.0005390671,0.0009301171,0.001028872,0.001042977,0.008770155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794877,"about_ca_system_score_gemma":0.0003432675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004040335,"about_ca_topic_score_gemma":0.0004580515,"domain_scores_codex":[0.9999164,0.000006124417,0.000001811402,0.00001932187,0.00004800708,0.00000833232],"domain_scores_gemma":[0.9999534,0.000011311,0.000002857654,0.00001156323,0.00001107226,0.000009742082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006685762,0.00004873989,0.0001377799,0.0002076067,0.00001812842,0.0001012449,0.0001036249,0.005044148,0.04349878,0.5111771,0.1014644,0.3381316],"study_design_scores_gemma":[0.00001734084,0.00003625549,0.000385064,0.00006275209,0.000009962892,0.0003993028,0.00003344174,0.02041205,0.03512019,0.1345552,0.808942,0.00002645429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008598357,0.01522119,0.2042172,0.002549161,0.002935171,0.0001042107,0.0006458947,0.002248781,0.76348],"genre_scores_gemma":[0.1153791,0.01195167,0.05433309,0.001142251,0.0005449644,0.0002446869,0.0009377199,0.0006881851,0.8147783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.028512,"threshold_uncertainty_score":0.09538215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008782314397086953,"score_gpt":0.2089458616724982,"score_spread":0.2001635472754112,"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."}}