{"id":"W2980244485","doi":"10.1016/j.cjca.2019.07.526","title":"KNOWLEDGE, ATTITUDES AND PRACTICE PATTERNS OF CANADIAN CARDIAC SURGEONS REGARDING PATIENTS WITH HUMAN IMMUNODEFICIENCY VIRUS","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Life expectancy; Coronary artery disease; Human immunodeficiency virus (HIV); Viral load; Cardiomyopathy; Intensive care medicine; Heart failure; Internal medicine; Family medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001176615,0.0002388036,0.0003518578,0.001928058,0.002913641,0.002072348,0.0009005193,0.001113274,0.00577826],"category_scores_gemma":[0.009832335,0.0003808656,0.0005588607,0.00248736,0.001049333,0.0006741735,0.000904267,0.001308697,0.0003657798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00985542,"about_ca_system_score_gemma":0.01772147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8897406,"about_ca_topic_score_gemma":0.9260039,"domain_scores_codex":[0.9983202,0.0001598689,0.0001398512,0.0001399674,0.0006117128,0.0006283887],"domain_scores_gemma":[0.9915889,0.001428025,0.00196738,0.00008715111,0.002205737,0.002722802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007081393,0.0001434192,0.9853338,0.00005146029,0.00004308086,0.0001399337,0.007405044,0.0000636808,0.0001030349,0.00006660504,0.001695554,0.004883494],"study_design_scores_gemma":[0.00001284674,0.00006295058,0.978982,0.0001051143,0.00002149135,0.000181287,0.01885617,0.000145952,0.00002946231,0.00002828999,0.001550237,0.0000240527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991113,0.0006241983,0.00003017498,0.001437538,0.00003306626,0.00003625739,0.0008777948,0.000003512761,0.005844369],"genre_scores_gemma":[0.9973417,0.0006103703,0.00008762228,0.0006560191,0.00002258113,0.00001683955,0.0003358656,0.000003228094,0.0009258197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102594,"threshold_uncertainty_score":0.2218173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880816866113925,"score_gpt":0.2912401619400495,"score_spread":0.2724319932789103,"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."}}