{"id":"W3024090291","doi":"10.2106/jbjs.20.00589","title":"What’s Important: Physician Leadership","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Health care; Perspective (graphical); Coronavirus disease 2019 (COVID-19); Pandemic; Medical education; Medicine; Psychology; Political science; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01099742,0.001183992,0.001397835,0.001503577,0.01139508,0.01631218,0.002199963,0.01629142,0.0272333],"category_scores_gemma":[0.0923905,0.0007838577,0.001390408,0.001098494,0.006307537,0.01535638,0.005360087,0.02284795,0.01116575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00602188,"about_ca_system_score_gemma":0.02629264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388522,"about_ca_topic_score_gemma":0.009995737,"domain_scores_codex":[0.9758918,0.009236051,0.001007212,0.001967403,0.007031645,0.004865831],"domain_scores_gemma":[0.8639336,0.01458336,0.005461709,0.002401655,0.03271303,0.08090665],"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":[0.0000445773,0.0001422103,0.002331282,0.000425331,0.00004038655,0.0005844867,0.002646372,0.00006025089,0.0002206713,0.003532688,0.9378181,0.05215371],"study_design_scores_gemma":[0.0001037822,0.000240552,0.002851135,0.002710146,0.00005843084,0.002876702,0.01505994,0.0001759634,0.0002923702,0.01170973,0.9638232,0.00009806989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001049133,0.009228354,0.0006796347,0.9331822,0.04682585,0.00003030757,0.00003813847,0.0001412137,0.008825244],"genre_scores_gemma":[0.04572875,0.01528469,0.002145048,0.8676126,0.05500363,0.0001566538,0.0001203971,0.0002122793,0.01373604],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0272333,"threshold_uncertainty_score":0.09110445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.245563068919109,"score_gpt":0.3816271157652295,"score_spread":0.1360640468461205,"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."}}