{"id":"W3200076004","doi":"10.1136/leader-2021-000485","title":"Leading by virtual interaction: an application of cultural-historical activity theory","year":2021,"lang":"en","type":"editorial","venue":"BMJ Leader","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Converse; Situated; Activity theory; Public relations; Construct (python library); Knowledge management; Sociology; Psychology; Computer science; Political science; Cognitive science; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005623262,0.0002636164,0.0006950965,0.0001274216,0.00007682556,0.00001571327,0.0001097643,0.0005373997,0.000254881],"category_scores_gemma":[0.0007919016,0.0002334699,0.0001250499,0.0002171519,0.00006030442,0.0002438418,0.00003207141,0.0009550512,0.00002648576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000831712,"about_ca_system_score_gemma":0.0004153247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607064,"about_ca_topic_score_gemma":0.00004606155,"domain_scores_codex":[0.9975699,0.0002209154,0.0006126399,0.0004896006,0.0008414442,0.0002654842],"domain_scores_gemma":[0.9978325,0.0005281865,0.0005595083,0.0004380593,0.0004615457,0.0001802208],"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":[0.0003892497,0.0002257018,0.00008594446,0.0003855058,0.00008392041,0.00000810351,0.0009868058,5.978911e-7,0.006234617,0.00005704344,0.9309028,0.06063974],"study_design_scores_gemma":[0.001264677,0.0007650016,0.00007776154,0.000177476,0.000256698,0.00001571707,0.002554368,0.00003619686,0.002807898,0.00001409077,0.9918217,0.0002084341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02145481,0.001039512,0.02417374,0.005384826,0.9433193,0.002359204,0.0002050435,0.0002384099,0.001825125],"genre_scores_gemma":[0.0915082,0.0001330266,0.0003032861,0.0003741878,0.8927882,0.0002614197,0.005423698,0.00008124715,0.009126694],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07005339,"threshold_uncertainty_score":0.9520625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04569566038588966,"score_gpt":0.4243645295416443,"score_spread":0.3786688691557547,"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."}}