{"id":"W4389294781","doi":"10.1097/nmc.0000000000000976","title":"Toward Evidence-Based Practice","year":2023,"lang":"en","type":"article","venue":"MCN The American Journal of Maternal/Child Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Sociology; Art; Library science; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00682223,0.0001156568,0.0002865676,0.0003488248,0.001055811,0.00006124332,0.0006805921,0.00003098964,0.0001345722],"category_scores_gemma":[0.003316894,0.00007063019,0.00009486413,0.001271771,0.0003250311,0.0005874215,0.00003876707,0.0009963035,0.0004749449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950637,"about_ca_system_score_gemma":0.001366737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005087338,"about_ca_topic_score_gemma":0.000003621591,"domain_scores_codex":[0.995469,0.001942867,0.0007057909,0.0001538432,0.0009613383,0.0007671454],"domain_scores_gemma":[0.9941605,0.00335699,0.001311126,0.0002744214,0.0005275834,0.0003693822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004945324,0.0003801638,0.1312837,0.0005002627,0.0001317692,0.0002463674,0.05334719,0.001564455,0.001679253,0.0005230663,0.3144664,0.490932],"study_design_scores_gemma":[0.0009411707,0.002172542,0.7899033,0.01325992,0.00009734996,0.0004419034,0.08071536,0.001865268,0.0005712942,0.001525561,0.1081759,0.00033048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7337185,0.0003564807,0.0008806848,0.2610978,0.002275789,0.0002381,0.000002309011,0.00004014911,0.001390246],"genre_scores_gemma":[0.9876253,0.000720009,0.001254772,0.008556887,0.001556497,0.00001120431,7.438192e-7,0.0000205622,0.0002540071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6586196,"threshold_uncertainty_score":0.812055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846633956897949,"score_gpt":0.5207236961976585,"score_spread":0.3360603005078636,"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."}}