{"id":"W1517408528","doi":"10.1159/000435852","title":"European Reference Networks and Guideline Development and Use: Challenges and Opportunities","year":2015,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Directive; Guideline; European union; Business; Member states; European commission; Health care; Standardization; Commission; Member state; Process management; Political science; Public relations; Computer science; International trade; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4544435,0.001440698,0.003096495,0.006814963,0.005155019,0.02145304,0.01540174,0.02414568,0.006919004],"category_scores_gemma":[0.5545083,0.001740101,0.002946764,0.008821255,0.01588348,0.02518284,0.02301247,0.02294074,0.002375232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02044962,"about_ca_system_score_gemma":0.1332798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02438311,"about_ca_topic_score_gemma":0.01936961,"domain_scores_codex":[0.4636571,0.3849864,0.05988729,0.01381159,0.06936581,0.008291776],"domain_scores_gemma":[0.303682,0.4057053,0.04371506,0.06405633,0.1606445,0.02219684],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001186164,0.0002697045,0.003593963,0.005440558,0.0002810125,0.0009072825,0.007956423,0.00333517,0.0005166645,0.4450383,0.2102843,0.3222579],"study_design_scores_gemma":[0.0001437703,0.0002035773,0.003168078,0.03653702,0.0001600113,0.0009949331,0.003596585,0.002844273,0.0007808723,0.2008885,0.7504748,0.0002074035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004648758,0.0450643,0.06158041,0.8257374,0.007525766,0.0009727781,0.0004813129,0.000443191,0.05354612],"genre_scores_gemma":[0.1521369,0.05523684,0.4968103,0.2681074,0.005791579,0.004243931,0.004084169,0.000968079,0.01262085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5455564,"threshold_uncertainty_score":0.6727682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.79905461346294,"score_gpt":0.4881219666292107,"score_spread":0.3109326468337293,"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."}}