{"id":"W2171733960","doi":"10.1136/heart.89.3.349","title":"DO GUIDELINES INFLUENCE PRACTICE?","year":2003,"lang":"en","type":"review","venue":"Heart","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; MEDLINE; Intensive care 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002582357,0.0003910385,0.001708176,0.0001669937,0.00006741916,0.00006488862,0.0001198264,0.0003654353,0.0007530884],"category_scores_gemma":[0.04815102,0.0003085116,0.0005159244,0.0004656874,0.00005597605,0.0003356215,0.00007373517,0.0008240363,0.002821927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616954,"about_ca_system_score_gemma":0.001438139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007237666,"about_ca_topic_score_gemma":0.000003554721,"domain_scores_codex":[0.9953152,0.0004532984,0.00270482,0.000579875,0.0006106714,0.0003361203],"domain_scores_gemma":[0.9940258,0.002854883,0.0008506538,0.0009025625,0.001120135,0.0002459623],"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":[0.00001667899,0.00009747329,0.00002376433,0.004573113,0.0001239907,0.00006125753,0.000006694046,5.147937e-7,4.929656e-7,0.00008547967,0.1702884,0.8247222],"study_design_scores_gemma":[0.0003828326,0.0001380589,0.000007977314,0.007280773,0.002686586,0.002281299,0.00004091469,0.000001609593,2.039961e-7,0.00002827341,0.986896,0.0002554361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000402253,0.990118,0.00005655691,0.004873836,0.0005067356,0.001419489,0.00001823577,0.00008459417,0.002918511],"genre_scores_gemma":[4.184654e-7,0.9547026,0.028239,0.01480871,0.00068377,0.0001020814,0.0001320786,0.0000832541,0.001248065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8244667,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6133657623763396,"score_gpt":0.6506331815714884,"score_spread":0.03726741919514887,"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."}}