{"id":"W3045536588","doi":"10.5465/ambpp.2020.20423abstract","title":"Developing Health Care Evaluation Frameworks: Learnings from a Comprehensive Literature Review","year":2020,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Grey literature; Health care; Government (linguistics); Christian ministry; Systematic review; MEDLINE; Nursing; Medicine; Psychology; Medical education; Political science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5845875,0.004632626,0.00982652,0.07586597,0.009604235,0.03417142,0.01090038,0.0106404,0.002667299],"category_scores_gemma":[0.6451293,0.003754133,0.00895785,0.04391693,0.01823801,0.04188193,0.01970269,0.01468888,0.0007420438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0500056,"about_ca_system_score_gemma":0.1741543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01815533,"about_ca_topic_score_gemma":0.04007039,"domain_scores_codex":[0.4926049,0.3661216,0.09123149,0.007625346,0.03754682,0.004869784],"domain_scores_gemma":[0.1929684,0.6806394,0.02348028,0.01741604,0.08144001,0.004055896],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001525465,0.0003181876,0.002906318,0.2289141,0.001781579,0.0006594638,0.03578107,0.003804839,0.0004571907,0.1146341,0.04306603,0.5675246],"study_design_scores_gemma":[0.0001436589,0.0001466705,0.001577624,0.7822982,0.001523065,0.0002268348,0.02341303,0.002086227,0.0004127974,0.107097,0.08088006,0.000194799],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004467509,0.6920702,0.1053388,0.1753339,0.004878552,0.008973378,0.0007158651,0.0004201149,0.007801672],"genre_scores_gemma":[0.06996357,0.3693468,0.5143033,0.02462499,0.001607319,0.01846407,0.001069111,0.0001615292,0.0004592298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4154125,"threshold_uncertainty_score":0.5122777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4674529475340857,"score_gpt":0.6197075010158566,"score_spread":0.1522545534817709,"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."}}