{"id":"W2966271015","doi":"10.1002/ccd.28349","title":"Transradial access: A case for knowledge translation","year":2019,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Knowledge translation; Collateral; Rest (music); Hemostasis; Collateral damage; Surgery; Cardiology; Knowledge management","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002527496,0.0003105308,0.0006794226,0.0003075553,0.0002113201,0.0001687531,0.0001448598,0.0005166329,0.00009398964],"category_scores_gemma":[0.00005699351,0.0003075041,0.004155243,0.0002214494,0.00006576416,0.000151377,0.0000339418,0.0004431102,0.0000236877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004714798,"about_ca_system_score_gemma":0.0001116057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000130095,"about_ca_topic_score_gemma":0.000006688324,"domain_scores_codex":[0.9983138,0.0001149133,0.0004793392,0.0006314839,0.0002031309,0.0002573658],"domain_scores_gemma":[0.9987104,0.00008148073,0.00009922298,0.0007597312,0.0002761118,0.00007307369],"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":[0.00009263263,0.0005641697,0.00006565738,0.02373607,0.01460065,0.0006075948,0.00158781,0.0001309418,0.0002126108,0.0004912799,0.8452514,0.1126592],"study_design_scores_gemma":[0.002156963,0.0002248964,0.00007532164,0.000722982,0.005429877,0.008043964,0.00006203503,0.001241963,0.00003668438,0.0001263695,0.9814872,0.0003917505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001530648,0.03859291,0.8068011,0.1407739,0.001145042,0.007089742,0.0009120778,0.0003187175,0.002835824],"genre_scores_gemma":[0.4459426,0.009076297,0.009041109,0.4168123,0.02157284,0.01456857,0.0526793,0.001648241,0.02865871],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.79776,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638797346699216,"score_gpt":0.359660481356588,"score_spread":0.1957807466866664,"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."}}