{"id":"W4402635132","doi":"10.2196/59830","title":"Developing Evidence to Support Policy: Protocol for the StrAtegic PoLicy EvIdence-Based Evaluation CeNTer (SALIENT)","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; U.S. Department of Veterans Affairs","keywords":"Process management; Computer science; Knowledge management; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1790674,0.003905728,0.005685689,0.0093431,0.00946704,0.01283393,0.005309641,0.01136176,0.1891286],"category_scores_gemma":[0.2539472,0.00538227,0.007318451,0.01179951,0.006504013,0.008764449,0.008407732,0.01952128,0.05256682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02458122,"about_ca_system_score_gemma":0.1109094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009230854,"about_ca_topic_score_gemma":0.01418022,"domain_scores_codex":[0.8874462,0.06630396,0.02316031,0.006628929,0.01053298,0.005927687],"domain_scores_gemma":[0.7388656,0.1120377,0.02072331,0.02729596,0.08658738,0.01449],"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":[0.01469513,0.004031746,0.002330314,0.08526489,0.000694361,0.001141767,0.01425914,0.005094859,0.002507021,0.04529818,0.603438,0.2212446],"study_design_scores_gemma":[0.03357507,0.001896457,0.005527221,0.08764237,0.000420239,0.0003283047,0.005823904,0.003498342,0.003451918,0.04499059,0.8122239,0.0006217104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003416204,0.0001586839,0.004936284,0.001157965,0.0003252192,0.9832416,0.00560342,0.0002419391,0.003993314],"genre_scores_gemma":[0.0004618918,0.0001040459,0.01078519,0.0003503127,0.00002017108,0.9867747,0.0006113385,0.00003016932,0.0008623581],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1891286,"threshold_uncertainty_score":0.9470102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.969101886797622,"score_gpt":0.860045428382657,"score_spread":0.109056458414965,"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."}}