{"id":"W3010876398","doi":"10.1177/1938640020910953","title":"Arthroscopic Repair of Talar Osteochondral Defects With Umbilical Cord Allograft: A Prospective, Single-Center, Pilot Study","year":2020,"lang":"en","type":"article","venue":"Foot & Ankle Specialist","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prospective cohort study; Surgery; Ankle; Visual analogue scale; Osteoarthritis; Umbilical cord; Single Center","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":[0.0001577274,0.0003793738,0.0009516837,0.0001188144,0.0001233198,0.00004374425,0.0001573233,0.00007680362,0.0003796449],"category_scores_gemma":[0.0002521883,0.0003180736,0.0002547826,0.0007300788,0.0003876575,0.0001340284,0.0001221092,0.0003657682,0.00004934094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009813428,"about_ca_system_score_gemma":0.0001822116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188206,"about_ca_topic_score_gemma":0.0009430114,"domain_scores_codex":[0.9973531,0.0001165315,0.0006034117,0.0007546647,0.0006763701,0.0004959603],"domain_scores_gemma":[0.9985958,0.0000764564,0.0002098551,0.0004980369,0.0002240438,0.0003957587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01042701,0.009206021,0.955053,0.0002854507,0.0003134793,0.0007280574,0.0008458876,0.000001078174,0.01706314,0.0003148526,0.004994824,0.0007671477],"study_design_scores_gemma":[0.01900331,0.1430854,0.7959394,0.0005436148,0.0005830912,0.000190375,0.001276874,0.00002673916,0.007314666,0.00008994735,0.03107784,0.0008687834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869045,0.0001904394,0.0000219515,0.0005686824,0.0003934097,0.002039671,0.00004075581,0.0003340577,0.009506509],"genre_scores_gemma":[0.9972795,0.000007894461,0.0003679564,0.0005624958,0.001141828,0.00007232789,0.00005323136,0.00007382284,0.0004408948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1591137,"threshold_uncertainty_score":0.9999272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04608329607601488,"score_gpt":0.2682827045290871,"score_spread":0.2221994084530723,"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."}}