{"id":"W6894356818","doi":"10.53964/jmnpr.2023012?sid=semanticscholar","title":"The drivers of evidence-based practice (EBP) at inception: Implications for low and medium-income countries (LMICS)","year":2023,"lang":"en","type":"article","venue":"Staffordshire Online Repository (Staffordshire University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Health care; Quality (philosophy); Globalization; Process (computing); Resistance (ecology); Evidence-based practice; Face (sociological concept)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1107485,0.0006161753,0.00154833,0.004038718,0.003322425,0.02032977,0.002873997,0.00580006,0.004030841],"category_scores_gemma":[0.2019777,0.001017427,0.001298795,0.004895138,0.01261199,0.0143475,0.0104121,0.01326308,0.000565283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01866478,"about_ca_system_score_gemma":0.06445277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543945,"about_ca_topic_score_gemma":0.01580988,"domain_scores_codex":[0.8958843,0.06082315,0.008280874,0.005047056,0.02387192,0.006092648],"domain_scores_gemma":[0.6424069,0.2761671,0.02228692,0.004953389,0.0416352,0.0125504],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000283007,0.0003479024,0.06543196,0.03774003,0.0007788162,0.001374531,0.0374569,0.002826527,0.001275144,0.3455644,0.03272379,0.474197],"study_design_scores_gemma":[0.0001634324,0.0006245502,0.0916812,0.1121314,0.0007774454,0.001621937,0.09284359,0.003778036,0.002320481,0.2950339,0.398548,0.0004759554],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04886039,0.1604134,0.005754344,0.7612066,0.001639667,0.000343784,0.0004101362,0.0000885691,0.02128312],"genre_scores_gemma":[0.7722667,0.1434691,0.01211001,0.0676868,0.001631607,0.0007993111,0.0002429256,0.0001140729,0.001679478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8892515,"threshold_uncertainty_score":0.5857012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2700591048111158,"score_gpt":0.5297321604225286,"score_spread":0.2596730556114128,"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."}}