{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.162504,0.004125774,0.005192828,0.005823962,0.006097259,0.007714579,0.006308922,0.006312788,0.149801],"category_scores_gemma":[0.1504918,0.005125107,0.006572946,0.005910357,0.005187795,0.006506868,0.007121419,0.01020643,0.0379788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009127604,"about_ca_system_score_gemma":0.04709553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004706578,"about_ca_topic_score_gemma":0.008054228,"domain_scores_codex":[0.9016268,0.06846146,0.01292692,0.005397714,0.008147663,0.003439445],"domain_scores_gemma":[0.8674077,0.05559464,0.01027988,0.02378555,0.03757496,0.005357296],"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":[0.03514188,0.008319413,0.002905383,0.1596554,0.00110025,0.002068214,0.05193156,0.008663879,0.007239839,0.05239546,0.3552983,0.3152805],"study_design_scores_gemma":[0.06599861,0.00661017,0.008290335,0.09339865,0.0006674742,0.0005803675,0.02043287,0.006609218,0.006874216,0.05026808,0.7393205,0.0009496008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004763328,0.00006826117,0.004004773,0.0002238198,0.0001628174,0.9928469,0.001245491,0.00009521216,0.000876284],"genre_scores_gemma":[0.0002694105,0.00003258635,0.004329546,0.00008129075,0.000009910893,0.9949292,0.0001271681,0.00001135727,0.0002095651],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.162504,"threshold_uncertainty_score":0.8594137,"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."}}