{"id":"W2587643313","doi":"10.18192/uojm.v7i1.1560","title":"Being a Leader: An Interview with a Leading Clinician-Scientist, Dr. Shawn Aaron","year":2017,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pleasure; Medicine; Pulmonary disease; Advice (programming); Respiratory Medicine; Management; Family medicine; Medical education; Psychology; Psychiatry; Internal medicine","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":[0.02067108,0.0008663,0.001454016,0.001413563,0.02925288,0.007245501,0.003112387,0.008101582,0.003104931],"category_scores_gemma":[0.04030851,0.00118198,0.0008028154,0.001123539,0.01045335,0.007804283,0.006126949,0.02060359,0.001497355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087124,"about_ca_system_score_gemma":0.02075025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03451794,"about_ca_topic_score_gemma":0.06457664,"domain_scores_codex":[0.9711604,0.02139442,0.0007251577,0.001082943,0.002961501,0.002675418],"domain_scores_gemma":[0.9535578,0.01264533,0.001838133,0.0004352284,0.01000856,0.021515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007488711,0.0002414927,0.003532191,0.0002877377,0.00001766253,0.006246421,0.7275579,0.0001055914,0.0008878869,0.003143661,0.2474912,0.01041334],"study_design_scores_gemma":[0.0000180127,0.0001387657,0.0009460786,0.0003254345,0.000007297395,0.002325321,0.8820791,0.0001596182,0.0001559813,0.000624744,0.1131507,0.0000689283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1431683,0.01057777,0.00298912,0.810941,0.01308403,0.0005283189,0.000118807,0.0001933575,0.01839931],"genre_scores_gemma":[0.6069647,0.01056676,0.005270801,0.3437769,0.002485558,0.0008485324,0.0001137405,0.000258387,0.02971461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03451794,"threshold_uncertainty_score":0.1093205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2150765373926769,"score_gpt":0.4861211621155722,"score_spread":0.2710446247228953,"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."}}