{"id":"W1904533338","doi":"10.1111/wvn.12117","title":"Implementing a Fetal Health Surveillance Guideline in Clinical Practice: A Pragmatic Randomized Controlled Trial of Action Learning","year":2015,"lang":"en","type":"article","venue":"Worldviews on Evidence-Based Nursing","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Dalhousie University","funders":"","keywords":"Guideline; Randomized controlled trial; Action (physics); Medicine; Clinical Practice; Psychology; Family medicine; Pathology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04672909,0.0002961066,0.003308097,0.0004522049,0.0001044564,0.00002409628,0.0001222683,0.0001251894,0.00004385983],"category_scores_gemma":[0.06284984,0.0002209668,0.0006447174,0.0006031872,0.0002747788,0.0002747152,0.00002743274,0.0008065424,0.00001919933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674152,"about_ca_system_score_gemma":0.001152477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155538,"about_ca_topic_score_gemma":0.0000605177,"domain_scores_codex":[0.9869051,0.007064603,0.004058788,0.0005390132,0.0008281287,0.0006043872],"domain_scores_gemma":[0.9874487,0.00890522,0.002572777,0.0003703527,0.0004224638,0.0002805155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8089099,0.0009234305,0.0004056558,0.0001366793,0.00005921986,0.00004233206,0.0003619101,0.0001888534,0.000102274,0.0001001781,0.0005848947,0.1881847],"study_design_scores_gemma":[0.969703,0.004245229,0.0001480201,0.00509586,0.0001892159,0.00006556018,0.00089507,0.01339494,0.0000402396,0.0001731069,0.005853738,0.0001960641],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6466044,0.03915387,0.03804169,0.2117575,0.007497423,0.04530162,0.00001210421,0.0004608685,0.01117048],"genre_scores_gemma":[0.9811444,0.000544697,0.01401614,0.00300066,0.0005602838,0.0004031874,0.00004612929,0.00003756094,0.000246934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33454,"threshold_uncertainty_score":0.981593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018779958783961,"score_gpt":0.4657803840086741,"score_spread":0.363902388130278,"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."}}