{"id":"W7070732666","doi":"","title":"An Organizational Case Study of Mental Models among Health System Leaders during Early-Stage Implementation of a Population Health Approach","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Mental health; Health care; Population; Population health; Public health; Excellence; Health promotion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01863545,0.0006500258,0.0005548542,0.001385016,0.02127458,0.006071491,0.003642275,0.003777456,0.003719687],"category_scores_gemma":[0.02391803,0.0006919467,0.0006625001,0.001158728,0.01216801,0.004522127,0.009817624,0.007292991,0.0005040221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125385,"about_ca_system_score_gemma":0.0123031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393548,"about_ca_topic_score_gemma":0.03178379,"domain_scores_codex":[0.9704567,0.02370896,0.0003591982,0.0006663959,0.001400284,0.003408475],"domain_scores_gemma":[0.971567,0.01607915,0.002155814,0.001093357,0.002276897,0.006827689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005348496,0.0005248973,0.007557689,0.0001098163,0.00001211998,0.005788895,0.9680511,0.0001796572,0.0003660851,0.007004958,0.003001998,0.00734928],"study_design_scores_gemma":[0.00001200493,0.0001676805,0.001484635,0.0001295387,0.000006063186,0.0006878747,0.9855317,0.0003414158,0.0001779078,0.0009182814,0.01052532,0.00001763242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630851,0.0005307318,0.005277318,0.01800135,0.0002336043,0.0003960041,0.00005208838,0.0000357946,0.01238799],"genre_scores_gemma":[0.9926595,0.0003528013,0.001924618,0.001933491,0.00005269762,0.0002109679,0.00002589531,0.00002305634,0.002817101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02127458,"threshold_uncertainty_score":0.09855485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7515424252388755,"score_gpt":0.7443553175121492,"score_spread":0.007187107726726261,"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."}}