{"id":"W3044734847","doi":"10.1016/j.athoracsur.2020.05.133","title":"Knowledge and Attitudes of Canadian Cardiac Surgeons Regarding Patients With Human Immunodeficiency Virus","year":2020,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Ottawa; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiac surgery; Population; Clinical equipoise; Transplantation; Surgery; Intensive care medicine; General surgery; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001349336,0.0003160633,0.0003712288,0.001525357,0.004248571,0.002485495,0.0009299585,0.001194031,0.008520599],"category_scores_gemma":[0.0104382,0.0003635176,0.0006560711,0.001811604,0.001475861,0.0007171442,0.0009337461,0.001596538,0.0005330094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356363,"about_ca_system_score_gemma":0.02245153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9467287,"about_ca_topic_score_gemma":0.9610808,"domain_scores_codex":[0.9981239,0.0002146979,0.00009060674,0.000113045,0.000628394,0.0008293702],"domain_scores_gemma":[0.9913126,0.001540117,0.001574735,0.00008740411,0.002803666,0.002681499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001615724,0.0003157172,0.9709805,0.00007381821,0.00005633645,0.0002517727,0.0155319,0.0001059447,0.0001785894,0.0001571896,0.004211231,0.007975557],"study_design_scores_gemma":[0.00002735265,0.0001306121,0.9508788,0.0001914069,0.00003860194,0.0002208758,0.04415808,0.0002011079,0.00006903876,0.00005782946,0.003978914,0.00004742088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870356,0.0005000566,0.00002685939,0.00204391,0.00006201192,0.00003775592,0.0006803731,0.000002899324,0.009610537],"genre_scores_gemma":[0.9955384,0.0006465559,0.0000616827,0.001318,0.00003532282,0.00001802462,0.0002774635,0.000003142248,0.002101341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05327129,"threshold_uncertainty_score":0.10717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112843083404711,"score_gpt":0.3767384328066495,"score_spread":0.2638953494019385,"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."}}