{"id":"W4406662875","doi":"10.1016/b978-0-323-69699-9.00025-5","title":"10.1016/b978-0-323-69699-9.00025-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cardiology; Internal medicine; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007465329,0.001998455,0.001171461,0.001629495,0.001158247,0.003978156,0.002569698,0.003551535,0.9752961],"category_scores_gemma":[0.001369013,0.00070177,0.0007737122,0.001619626,0.0009855757,0.003677177,0.002898121,0.001990563,0.9877169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007038544,"about_ca_system_score_gemma":0.0007034196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463742,"about_ca_topic_score_gemma":0.002575858,"domain_scores_codex":[0.9996358,0.00002089591,0.00002114299,0.0001225286,0.0001359709,0.00006363943],"domain_scores_gemma":[0.9987203,0.0004333665,0.00008324652,0.0001638869,0.0002261701,0.0003731121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000134722,0.0001184982,0.000267067,0.0003721419,0.00001483147,0.0001205631,0.00007866664,0.0003086975,0.002267219,0.00653474,0.3644043,0.6253785],"study_design_scores_gemma":[0.00001556018,0.00004099502,0.0003908058,0.0002229195,0.000005949937,0.0001740603,0.00005705039,0.0001147525,0.0002988979,0.001276223,0.9973917,0.00001097894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001497231,0.0004632892,0.0009793714,0.000254341,0.0001601708,0.00003930489,0.0004943149,0.0008034138,0.9966561],"genre_scores_gemma":[0.0003805939,0.0002472508,0.0003725394,0.00009291688,0.00003219926,0.00002438963,0.0002965111,0.0001783442,0.9983751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02470386,"threshold_uncertainty_score":0.03523695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009591982172167599,"score_gpt":0.2026717380198324,"score_spread":0.1930797558476648,"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."}}