{"id":"W4220749583","doi":"10.1016/j.eats.2021.12.006","title":"Nanoscopic Distal Clavicle Resection","year":2022,"lang":"en","type":"article","venue":"Arthroscopy Techniques","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Medical Research Group; Canadian Standards Association","funders":"Arthrex","keywords":"Medicine; Acromioclavicular joint; Resection; Percutaneous; Surgery; Clavicle; Osteoarthritis; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001729424,0.0001213281,0.0001834542,0.0001086897,0.0003998836,0.00002305398,0.00009406114,0.00004907602,0.001439037],"category_scores_gemma":[0.00002054229,0.0001198271,0.00008325404,0.0002842365,0.000101337,0.0001057224,0.0001262621,0.0003071028,0.00001432852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371673,"about_ca_system_score_gemma":0.00007081198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008956018,"about_ca_topic_score_gemma":0.00001759155,"domain_scores_codex":[0.9989135,0.00005506705,0.0002017447,0.0002599633,0.0003316572,0.0002380971],"domain_scores_gemma":[0.9994746,0.00001891274,0.00004848532,0.0003396164,0.00004182849,0.00007656134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001261223,0.0008761114,0.1362168,0.0001154794,0.00008557952,0.0001239556,0.001290682,0.000001142796,0.7496186,0.005280572,0.08593325,0.01919657],"study_design_scores_gemma":[0.0003965475,0.002195851,0.008571558,0.00003062489,0.00003419423,0.0001102229,0.0004910356,0.00001675108,0.8115575,0.001506428,0.1749358,0.0001534764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783075,0.0003181551,0.0005940761,0.001593054,0.0002377573,0.0005342597,0.00002834502,0.001051273,0.01733554],"genre_scores_gemma":[0.9940048,0.00004336344,0.002298323,0.001412652,0.0001160042,0.0003119639,0.00004068379,0.00003227105,0.001739878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1276453,"threshold_uncertainty_score":0.9994738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245752901315339,"score_gpt":0.3802921671384681,"score_spread":0.3678346381253147,"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."}}