{"id":"W2921060352","doi":"10.1016/s1076-6332(03)00020-5","title":"Po-topic I-01","year":2003,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"Indocyanine green; Deoxygenated Hemoglobin; Bolus (digestion); Saline; Occlusion; Medicine; Nuclear medicine; Intravenous bolus; Chemistry; Biomedical engineering; Hemoglobin; Anesthesia; Cardiology; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468621,0.00009821578,0.0002412986,0.000159653,0.00003697995,0.000001239855,0.00007546386,0.0003266326,0.0001781529],"category_scores_gemma":[0.0001611222,0.00008141291,0.00005161296,0.0002008505,0.00007270911,0.00002033428,0.000006240613,0.0005616181,0.0001395101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004287498,"about_ca_system_score_gemma":0.00005813995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204629,"about_ca_topic_score_gemma":2.005154e-7,"domain_scores_codex":[0.9991689,0.00009014113,0.0001852732,0.0001997642,0.00007179644,0.0002841549],"domain_scores_gemma":[0.99954,0.00008329301,0.00003646277,0.0002116985,0.00001437136,0.0001141909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002246189,0.0001270353,0.6235193,0.00009520583,0.0004267746,0.0003012185,0.001257796,0.00002463676,0.1135638,0.1180738,0.05295426,0.08943159],"study_design_scores_gemma":[0.002358628,0.0003248931,0.04304067,0.00004215689,0.00005156936,0.002990095,0.0000829706,0.00006015782,0.0155896,0.007201268,0.9280331,0.0002248999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642781,0.001860937,0.0004491241,0.001757631,0.0009566477,0.0001243589,6.85485e-7,0.0000897995,0.03048273],"genre_scores_gemma":[0.9906026,0.001760035,0.0005619205,0.001308769,0.0004901054,0.00001202388,0.000004770729,0.00001563935,0.005244179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8750789,"threshold_uncertainty_score":0.3319922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202171881648995,"score_gpt":0.3137181345994258,"score_spread":0.2916964157829359,"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."}}