{"id":"W4223997068","doi":"10.1186/s13643-022-01946-z","title":"Coaching to develop leadership for healthcare managers: a mixed-method systematic review protocol","year":2022,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"Hunan Provincial Science and Technology Department","keywords":"Medicine; Protocol (science); Coaching; Health care; Systematic review; Nursing; Medical education; MEDLINE; Alternative medicine; Management","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":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06276649,0.0006157095,0.004847428,0.000304715,0.0005980341,0.0001093507,0.001147239,0.0000900532,0.0003936348],"category_scores_gemma":[0.0167018,0.0004205796,0.0007144668,0.001545046,0.00001572684,0.0001033492,0.000246123,0.0005155301,0.0005490778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641145,"about_ca_system_score_gemma":0.0001414032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007423582,"about_ca_topic_score_gemma":0.00001486625,"domain_scores_codex":[0.956719,0.03624441,0.004480555,0.0009203932,0.0007199517,0.0009157255],"domain_scores_gemma":[0.9914876,0.003433292,0.002354568,0.002163219,0.0002181673,0.0003431612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002280845,0.00007356017,0.000005416251,0.9662266,0.0001706337,0.000008604442,0.00323241,0.000002081516,0.000006528311,0.003636328,0.02485331,0.001761675],"study_design_scores_gemma":[0.000855157,0.0006641334,0.00001248863,0.8654119,0.001200896,0.0006524419,0.009901341,0.0001203757,0.000002821973,0.0004222003,0.1197734,0.0009828974],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000001657121,0.02196167,0.2473372,0.002899671,0.0008814057,0.7255164,0.0000370995,0.0001376558,0.001227278],"genre_scores_gemma":[0.000102213,0.00003438326,0.07464871,0.0103755,0.0001047273,0.9098531,0.00001837948,0.0001091485,0.004753834],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1843367,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.267706975607626,"score_gpt":0.5039753379703228,"score_spread":0.2362683623626968,"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."}}