{"id":"W3170735526","doi":"10.1016/j.cjco.2021.04.015","title":"Body Habitus Considerations During Right Heart Catheterization","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University Health Network","funders":"Ontario Research Foundation","keywords":"Habitus; Right heart catheterization; Right heart; Cardiac catheterization; Medicine; Cardiology; Internal medicine; Political science; Law; Hemodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007064322,0.00006470895,0.0001763648,0.00002332993,0.000156095,0.00009309447,0.00004114238,0.00004105714,0.0008630311],"category_scores_gemma":[0.00006010042,0.00005980489,0.00003403677,0.00006880402,0.00001756743,0.00007162756,0.00005115222,0.00007920162,0.00009613601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004125594,"about_ca_system_score_gemma":0.0001464243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005507787,"about_ca_topic_score_gemma":0.000009657886,"domain_scores_codex":[0.9994599,0.00003667927,0.0001262545,0.0001731157,0.00008608627,0.0001180048],"domain_scores_gemma":[0.9995289,0.00002542486,0.00002020028,0.0002684003,0.0000794802,0.00007757315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008684343,0.0004703054,0.03706463,0.00009481716,0.0001896433,0.0007698777,0.001061272,0.00003532835,0.9484822,0.006628365,0.004235747,0.0008809739],"study_design_scores_gemma":[0.005482237,0.0001823432,0.2443922,0.0003963603,0.00009832191,0.001413936,0.0001753414,0.0008918643,0.6595686,0.002694617,0.08429057,0.0004136646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756682,0.00007549376,0.0001550877,0.003646606,0.0003259046,0.0002604368,0.00000526799,0.00004865957,0.01981432],"genre_scores_gemma":[0.9875073,0.00001953086,0.001654041,0.0004378526,0.000216005,0.00002459824,0.00004186842,0.00001467213,0.01008407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2889136,"threshold_uncertainty_score":0.9449586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896629352323452,"score_gpt":0.3146666484602323,"score_spread":0.2957003549369978,"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."}}