{"id":"W4223540449","doi":"10.1136/bmjopen-2021-055580","title":"Utility of a smartphone application in assessing palmar circulation prior to radial artery harvesting for coronary artery bypass grafting: rationale and design of the randomised CAPITAL iRADIAL-CABG trial","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Cardiology; Radial artery; Artery; Internal medicine; Myocardial infarction; Randomized controlled trial; Conventional PCI; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02248313,0.003641102,0.005523489,0.0007798356,0.001034222,0.002647232,0.001922547,0.005223497,0.009730428],"category_scores_gemma":[0.02443061,0.001075592,0.003706962,0.001100097,0.003170311,0.002384954,0.001928956,0.003557306,0.002344274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032745,"about_ca_system_score_gemma":0.002389533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004592028,"about_ca_topic_score_gemma":0.0008883004,"domain_scores_codex":[0.9835322,0.01210336,0.001218085,0.001366769,0.0008583654,0.000921228],"domain_scores_gemma":[0.9911364,0.004273256,0.001650997,0.0009980676,0.0008691016,0.001072195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9694483,0.005340613,0.004340302,0.00299467,0.00239577,0.0001335855,0.0001781597,0.0005724098,0.001156036,0.001183893,0.0008034976,0.01145267],"study_design_scores_gemma":[0.8777117,0.1030405,0.005240573,0.0006806134,0.004248566,0.0001306552,0.0001276828,0.001536311,0.0005582403,0.002743699,0.003887716,0.00009374464],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5432541,0.01836151,0.0132124,0.006941602,0.005703633,0.3945343,0.003072885,0.0002375961,0.01468197],"genre_scores_gemma":[0.6694624,0.002990946,0.02041944,0.003711442,0.002434752,0.2962325,0.001227789,0.00004598528,0.003474644],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02248313,"threshold_uncertainty_score":0.1189036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08251670190166897,"score_gpt":0.3479481168809621,"score_spread":0.2654314149792931,"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."}}