{"id":"W3216163754","doi":"10.1007/978-3-030-86233-6_3","title":"The Heart Team: A Gold Standard of Care","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of British Columbia; Hamilton Health Sciences; St. Paul's Hospital","funders":"","keywords":"Medicine; Nursing; Health care; Intervention (counseling); Quality (philosophy); Leverage (statistics); Political science; Computer science","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":[0.003511602,0.0006368231,0.0005701084,0.001039668,0.001153889,0.005484222,0.001378785,0.00381401,0.03226469],"category_scores_gemma":[0.007132587,0.0003108078,0.0003436001,0.0008116087,0.002202723,0.004410896,0.003397644,0.006830767,0.02489872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101494,"about_ca_system_score_gemma":0.005082696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944536,"about_ca_topic_score_gemma":0.005716563,"domain_scores_codex":[0.9977999,0.0007818496,0.00009432898,0.0001463732,0.001035214,0.0001423457],"domain_scores_gemma":[0.9973012,0.001100534,0.0001118866,0.000154692,0.0007117944,0.0006199375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006042423,0.00001836804,0.0001016647,0.0001075546,0.000003194136,0.0000692973,0.000225378,0.0001230047,0.00007092306,0.04888655,0.8201087,0.1302794],"study_design_scores_gemma":[0.000004299996,0.00001650249,0.0002237821,0.0007965486,0.000002793424,0.0004710825,0.0002574444,0.0001422671,0.00004438124,0.0337853,0.9642455,0.00001004573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008897222,0.0502391,0.03404275,0.2380491,0.03188279,0.0001378497,0.0004748353,0.0008987396,0.6433852],"genre_scores_gemma":[0.0150605,0.05360501,0.05971314,0.1526977,0.01585481,0.0004005902,0.000951857,0.001330229,0.7003861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03226469,"threshold_uncertainty_score":0.1079361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178524000955259,"score_gpt":0.3107700354220299,"score_spread":0.2989847954124772,"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."}}