{"id":"W2316470297","doi":"10.1177/0840470415622454","title":"Using LEADS to shift to high performance","year":2016,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"3v Geomatics (Canada); Ocean Networks Canada Society","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00280442,0.0006868967,0.0008171059,0.002510227,0.0006780089,0.002745156,0.001311957,0.001714023,0.007516811],"category_scores_gemma":[0.008377474,0.0002969407,0.0008904987,0.003203551,0.001048847,0.002316575,0.001628215,0.002159544,0.001815864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378382,"about_ca_system_score_gemma":0.005647492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009838028,"about_ca_topic_score_gemma":0.02443298,"domain_scores_codex":[0.9983013,0.0007079194,0.000174316,0.0001616652,0.0005272704,0.0001275013],"domain_scores_gemma":[0.9969013,0.00193201,0.000372758,0.00008331628,0.0005705261,0.0001401267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006311702,0.00008160521,0.0006520058,0.03832494,0.0001832524,0.000123614,0.0005617555,0.0001295175,0.0001289419,0.01042858,0.02903231,0.9202903],"study_design_scores_gemma":[0.00004497004,0.0001527621,0.004018417,0.05731278,0.0003435972,0.0005095295,0.0009806436,0.00005479599,0.000325876,0.004505184,0.9317238,0.00002760244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002639176,0.9949625,0.00008650196,0.00129246,0.0002612534,0.00001283139,0.00002072468,0.000007561088,0.003092317],"genre_scores_gemma":[0.003835794,0.9944749,0.0001946014,0.0007837393,0.0001255501,0.00001938896,0.00002445325,0.000003855438,0.0005375413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009838028,"threshold_uncertainty_score":0.02514619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584972539584483,"score_gpt":0.3822579791993173,"score_spread":0.3164082538034724,"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."}}