{"id":"W1547436159","doi":"10.1186/cc2830","title":"Pulmonary Artery Catheter Education Project","year":2004,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Pulmonary artery catheter; Pulmonary artery; Intensive care medicine; Cardiology; Cardiac output; Hemodynamics","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":[0.00002755915,0.00007246347,0.00009693418,0.00004384319,0.00004479875,0.00001268349,0.0000329709,0.00006331225,0.00002291543],"category_scores_gemma":[0.00006614398,0.00006112251,0.00005740972,0.00006048349,0.00005267373,0.00003714688,0.000007648805,0.0001255651,0.00005927621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118924,"about_ca_system_score_gemma":0.0003131099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003846247,"about_ca_topic_score_gemma":6.136867e-7,"domain_scores_codex":[0.9994743,0.00001209612,0.00008736634,0.0001524601,0.0001189303,0.0001547727],"domain_scores_gemma":[0.9995816,0.00002089194,0.000004932363,0.0001865864,0.0001150523,0.00009094567],"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":[0.0005490718,0.005872941,0.03781238,0.004567619,0.0001151703,0.001582908,0.02016139,0.000007908055,0.03598743,0.05611957,0.001215772,0.8360078],"study_design_scores_gemma":[0.01614778,0.01309704,0.2484427,0.01099327,0.001926876,0.01983417,0.1227951,0.0005536968,0.13256,0.1019839,0.3261154,0.005550031],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552729,0.001313039,0.0003592404,0.002810055,0.0008916897,0.000260163,0.000006878421,0.0001236998,0.03896232],"genre_scores_gemma":[0.9975771,0.000007908789,0.0008554437,0.0005580992,0.0006355066,0.00003800568,0.00003063452,0.0000153215,0.0002819611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304578,"threshold_uncertainty_score":0.2492504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236121301900995,"score_gpt":0.3575234162564694,"score_spread":0.3339112860663699,"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."}}