{"id":"W2116588118","doi":"10.1111/jth.12708","title":"Guidance, guidelines, and communications","year":2014,"lang":"en","type":"letter","venue":"Journal of Thrombosis and Haemostasis","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Standardization; Medical education; Publishing; Medicine; Guideline; MEDLINE; Engineering ethics; Public relations; Political science; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887925,0.0002561377,0.001024043,0.0002356763,0.0001366073,0.0000892016,0.0002600082,0.0004112534,0.0001235171],"category_scores_gemma":[0.002869022,0.0002008044,0.0002254163,0.0001286678,0.0002310426,0.0001999361,0.0002116334,0.001583226,0.000007725598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006659482,"about_ca_system_score_gemma":0.0001982163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008875213,"about_ca_topic_score_gemma":0.00001398869,"domain_scores_codex":[0.996536,0.0002174153,0.002293369,0.0002206799,0.0005274639,0.0002051375],"domain_scores_gemma":[0.9945225,0.001321509,0.001921582,0.0007156412,0.001365034,0.0001538032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003899542,0.00003947283,0.001862928,0.0001755532,0.0004154746,0.00002364363,0.00004151825,2.018872e-7,0.00004816177,0.00001934107,0.9659199,0.03141486],"study_design_scores_gemma":[0.001685326,0.0004143183,0.003683885,0.0006621623,0.002003792,0.0007930154,0.0001016572,0.0001003254,0.00001877638,0.0003195499,0.9900377,0.0001795034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002157073,0.004643465,0.0005245699,0.9916325,0.0002730679,0.0002356763,0.00003808136,0.00001160415,0.0004839859],"genre_scores_gemma":[0.002896803,0.03698821,0.05909752,0.8971428,0.003507584,0.000005060113,0.0001176329,0.00005820436,0.0001862063],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09448969,"threshold_uncertainty_score":0.8188564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.527310179090324,"score_gpt":0.5230720538059591,"score_spread":0.004238125284364846,"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."}}