{"id":"W4248432573","doi":"10.1007/978-1-4614-9213-9_264-2","title":"Peripheral Peak Ring","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Peripheral; Ring (chemistry); Medicine; Internal medicine; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001685818,0.0006270888,0.0004089362,0.0008341721,0.0009644488,0.001694198,0.0007914893,0.0007819191,0.2229744],"category_scores_gemma":[0.0005021184,0.0003267989,0.0003500845,0.0005505673,0.0005260023,0.001725143,0.001456874,0.001572399,0.07900239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004418599,"about_ca_system_score_gemma":0.0007417801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084327,"about_ca_topic_score_gemma":0.002842234,"domain_scores_codex":[0.9998474,0.00001007379,0.000005502506,0.00003802614,0.00007135732,0.00002761697],"domain_scores_gemma":[0.9998813,0.00002469249,0.000006198188,0.00002271185,0.00003724265,0.0000278841],"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":[0.0001000752,0.00006484231,0.0003398048,0.0001726134,0.000004383123,0.0006437895,0.0002216411,0.0005702263,0.003086536,0.07268948,0.2914503,0.6306564],"study_design_scores_gemma":[0.000006274306,0.00002903529,0.0004638997,0.0001018128,0.000004285419,0.001411521,0.00008949934,0.0003573277,0.001304977,0.007252593,0.9889684,0.00001029469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002196577,0.002074772,0.01705107,0.0006066338,0.001118495,0.00005547443,0.0002786629,0.0009032574,0.975715],"genre_scores_gemma":[0.008828,0.0009299202,0.004753573,0.0002494128,0.0001413008,0.00001897927,0.0001457253,0.0002621155,0.9846709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2229744,"threshold_uncertainty_score":0.7459239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936440030973565,"score_gpt":0.2486332167681666,"score_spread":0.2292688164584309,"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."}}