{"id":"W4287921623","doi":"10.1177/10711007221112088","title":"Cohort Comparison of Radiographic Correction and Complications Between Minimal Invasive and Open Lapidus Procedures for Hallux Valgus","year":2022,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Valgus; Valgus deformity; Surgery; Deformity; Radiography; Nonunion; Forefoot; Complication","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":[],"consensus_categories":[],"category_scores_codex":[0.0002369508,0.0001005759,0.000297059,0.000186458,0.0001926071,0.00003701714,0.0001598782,0.00003655722,0.0001017987],"category_scores_gemma":[0.0001831054,0.0001045131,0.00006829313,0.0001468724,0.0001121996,0.00009390448,0.000212217,0.0001342267,8.72877e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004025956,"about_ca_system_score_gemma":0.0001246618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001522605,"about_ca_topic_score_gemma":0.00008304026,"domain_scores_codex":[0.9990419,0.00002955738,0.0003131879,0.0002552758,0.0002454445,0.0001146749],"domain_scores_gemma":[0.9991426,0.0003262026,0.0001768967,0.000103011,0.0001792488,0.00007205801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002807258,0.0002074683,0.9778664,0.00005716037,0.000264333,0.000001195327,0.000276489,0.000009346682,0.00115855,0.0007654587,0.01395345,0.005159393],"study_design_scores_gemma":[0.001342152,0.0006061587,0.977708,0.0000692657,0.0001241175,0.00007269852,0.0004730764,0.001333546,0.00104883,0.0005784169,0.01652206,0.0001216311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993542,0.0004771222,0.0001988309,0.001879211,0.0004424018,0.0009141327,0.000196205,0.00002550804,0.002324573],"genre_scores_gemma":[0.9977683,0.00004480854,0.0004988357,0.0001386942,0.000143286,0.0003177257,0.0005706392,0.00001454344,0.0005030989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005037763,"threshold_uncertainty_score":0.4261921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151858212432742,"score_gpt":0.3447178879925876,"score_spread":0.2931993058682602,"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."}}