{"id":"W4292363588","doi":"10.1097/gox.0000000000004468","title":"Perichondrial Arthroplasty Revisited: Technical Pearls","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Arthrodesis; Arthroplasty; Perichondrium; Surgery; Ankylosis; Osteoarthritis; Rheumatoid arthritis; Implant; Cartilage; Anatomy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001168598,0.0002916533,0.000877252,0.0001793253,0.0005102788,0.00008830919,0.0002064657,0.000108573,0.005824562],"category_scores_gemma":[0.003248974,0.0002693873,0.0003622821,0.00106591,0.0003701334,0.0003399225,0.0006164697,0.0004939084,0.0001348792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476205,"about_ca_system_score_gemma":0.0009755269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006881459,"about_ca_topic_score_gemma":0.000009933623,"domain_scores_codex":[0.9969022,0.0004810016,0.0007416823,0.000731479,0.0006560368,0.0004876617],"domain_scores_gemma":[0.9961737,0.002621858,0.0002798884,0.0004186057,0.0001861162,0.0003197923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003106958,0.0005589583,0.8885483,0.00007625841,0.0002310467,0.0003595642,0.00007554435,0.00003983266,0.0004705456,0.002485762,0.01869859,0.08534867],"study_design_scores_gemma":[0.003565068,0.001434146,0.7585157,0.0004381397,0.000518567,0.01222642,0.002998733,0.0001847133,0.00008907717,0.002154709,0.2165981,0.001276604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636157,0.0002477984,0.0003385714,0.0004838151,0.005571856,0.001185053,0.0004639674,0.0001514881,0.02794174],"genre_scores_gemma":[0.9959131,0.00003023663,0.002314809,0.0003480455,0.0003590366,0.0002390918,0.0001880235,0.00002926125,0.0005783702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978996,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198459386134403,"score_gpt":0.2839225206035377,"score_spread":0.2640765819900974,"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."}}