{"id":"W1974534453","doi":"10.3171/2008.12.peds08278","title":"Clinical practice guidelines","year":2009,"lang":"en","type":"review","venue":"Journal of Neurosurgery Pediatrics","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Autonomy; Clinical Practice; Engineering ethics; Medical education; Family medicine","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","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0140656,0.0005741097,0.004615692,0.0012464,0.0000648971,0.00009865506,0.0003804856,0.0007017211,0.00007420582],"category_scores_gemma":[0.314668,0.000426606,0.003480809,0.001603716,0.00006025059,0.0006696658,0.0001106664,0.003288689,0.0001236622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620149,"about_ca_system_score_gemma":0.00477107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002424473,"about_ca_topic_score_gemma":2.336275e-7,"domain_scores_codex":[0.980831,0.001257574,0.01529675,0.0004783644,0.001720654,0.0004156615],"domain_scores_gemma":[0.9524684,0.02452284,0.01528093,0.0007197873,0.006336734,0.0006713096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001178895,0.0004247917,0.0001798205,0.001872512,0.0001162877,0.002036309,0.000001724887,9.162737e-7,4.833387e-8,0.000002709058,0.309132,0.686115],"study_design_scores_gemma":[0.0007070486,0.001016655,0.0001168284,0.002373542,0.01572916,0.01473158,0.00001716102,0.000003605163,2.415505e-8,0.00001965554,0.9649956,0.0002891798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002144297,0.9859547,0.0002901166,0.006120362,0.006698864,0.0005555355,0.00002077156,0.00003593194,0.0003022692],"genre_scores_gemma":[6.45787e-7,0.9429332,0.02419174,0.01238231,0.02011035,0.000002698714,0.00003833775,0.0001071771,0.0002335533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6858258,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5598553684611557,"score_gpt":0.6139681459952282,"score_spread":0.05411277753407251,"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."}}