{"id":"W3173241084","doi":"10.1503/cmaj.210454","title":"The sound of your name","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Medicine; World Wide Web; Computer science; Acoustics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835093,0.0007503086,0.0005878164,0.0006790128,0.006119175,0.003556481,0.0007188678,0.003730166,0.07431269],"category_scores_gemma":[0.02486587,0.0002860945,0.0004664124,0.0004439633,0.003150518,0.005581497,0.002679233,0.008786589,0.04767515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437919,"about_ca_system_score_gemma":0.001618786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006827631,"about_ca_topic_score_gemma":0.008238954,"domain_scores_codex":[0.9970331,0.001285542,0.000107108,0.0003280798,0.0008743264,0.0003718667],"domain_scores_gemma":[0.9915683,0.001868363,0.0005711617,0.0004176073,0.003595342,0.001979299],"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":[0.00002904134,0.000009735221,0.0005309045,0.000049722,0.000004897661,0.0003236792,0.003614298,0.000005332701,0.0002303962,0.003641572,0.9802791,0.01128136],"study_design_scores_gemma":[0.000005904651,0.00002432128,0.0009442713,0.0002179872,0.00000588429,0.001621974,0.01013655,0.00002800459,0.0001993064,0.001326865,0.9854621,0.00002688569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005848976,0.009902586,0.002000056,0.7283843,0.08950303,0.00004878932,0.0004529078,0.0005048082,0.1633545],"genre_scores_gemma":[0.07136212,0.005982951,0.001237537,0.4526789,0.02325067,0.00006362073,0.0002821518,0.0007215876,0.4444204],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07431269,"threshold_uncertainty_score":0.2486007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143458385423343,"score_gpt":0.2877709571354528,"score_spread":0.2734251185931185,"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."}}