{"id":"W2071923062","doi":"10.1007/s11739-014-1128-x","title":"Guidelines helping clinicians make the GRADE","year":2014,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Medicine; Grading (engineering); Resource (disambiguation); Process (computing); Context (archaeology); Guideline; Meaning (existential); Medical education; Psychology; Computer science; Psychotherapist","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":[],"category_scores_codex":[0.06514003,0.001357559,0.001617986,0.0074692,0.005976734,0.01140202,0.005501661,0.01876915,0.01915473],"category_scores_gemma":[0.4131626,0.00172956,0.002740595,0.003791964,0.003205971,0.009917017,0.009197273,0.02556618,0.01553511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005926272,"about_ca_system_score_gemma":0.05342057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181662,"about_ca_topic_score_gemma":0.0352792,"domain_scores_codex":[0.8947044,0.05102197,0.02426601,0.002636254,0.02311011,0.004261217],"domain_scores_gemma":[0.5960909,0.09224446,0.02286278,0.0172182,0.240265,0.03131869],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002644683,0.0004047797,0.004067915,0.0005929021,0.00007294304,0.0005386267,0.002217597,0.0003408943,0.0001688601,0.008731314,0.8250183,0.1578194],"study_design_scores_gemma":[0.0002865146,0.0001911714,0.005289313,0.01284217,0.000287967,0.0008843899,0.005754448,0.001382708,0.0009619832,0.05471937,0.9171683,0.0002317159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003483709,0.004770915,0.02215379,0.8672246,0.02439938,0.001810341,0.0005087889,0.001029688,0.07461878],"genre_scores_gemma":[0.08385072,0.01882427,0.4461616,0.3664007,0.01655384,0.006954458,0.003369658,0.001508021,0.05637674],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.93486,"threshold_uncertainty_score":0.3444975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3863038806150338,"score_gpt":0.538097462958889,"score_spread":0.1517935823438552,"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."}}