{"id":"W7135028498","doi":"10.12688/hrbopenres.14232.1","title":"Sustaining Clinical Academic Leadership and Excellence (SCALE): protocol for a mixed‑methods international consensus","year":2025,"lang":"en","type":"article","venue":"HRB Open Research","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; University of Ottawa","funders":"","keywords":"Delphi method; Excellence; Thematic analysis; Protocol (science); Scale (ratio); Health care; Qualitative property; Reflexivity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02906327,0.000144322,0.0004476029,0.0003156124,0.001379005,0.00007406736,0.001206839,0.0004981816,0.0004350883],"category_scores_gemma":[0.006947213,0.0001236275,0.00006846335,0.0003848347,0.0004260218,0.0001375923,0.0021077,0.003038053,0.00006368568],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332416,"about_ca_system_score_gemma":0.005781349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003313658,"about_ca_topic_score_gemma":0.0001812779,"domain_scores_codex":[0.9919296,0.004864059,0.001082372,0.0006238892,0.0004066024,0.001093466],"domain_scores_gemma":[0.9784721,0.0197826,0.0001664333,0.0004096969,0.0009007395,0.0002684807],"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":[0.00167039,0.00005789325,0.09341533,0.00159457,0.00003608197,0.000006764752,0.0009093513,1.493949e-7,0.00005644172,0.01326547,0.7506953,0.1382922],"study_design_scores_gemma":[0.00400578,0.0001997498,0.0249755,0.0005968384,0.00000656146,0.000001512515,0.01302202,0.0002306154,0.00005205297,0.01011539,0.9466642,0.0001298103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002756766,0.0001981451,0.002988334,0.3453627,0.001720885,0.4235646,0.00004700987,0.0001099406,0.2232516],"genre_scores_gemma":[0.003765949,0.0001352737,0.05676712,0.02620149,0.000895048,0.7459028,0.00002240698,0.00005364261,0.1662562],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3223383,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7485191282079398,"score_gpt":0.7595910163578193,"score_spread":0.01107188814987958,"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."}}