{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004747701,0.0002170263,0.0003481946,0.000735692,0.0003018821,0.0003715216,0.0002128624,0.0001886949,0.00187983],"category_scores_gemma":[0.001877695,0.0001506251,0.0003805872,0.0004299704,0.0002543656,0.0003096761,0.0003882319,0.0002943487,0.0002107317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272504,"about_ca_system_score_gemma":0.0002721313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005618586,"about_ca_topic_score_gemma":0.001203871,"domain_scores_codex":[0.9995801,0.00006764643,0.00005594214,0.00008181084,0.0001405537,0.00007398926],"domain_scores_gemma":[0.9984792,0.0004073159,0.0006300875,0.0001098481,0.0001385438,0.0002349356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006624339,0.000153454,0.9910306,0.00001855233,0.00005580386,0.0002719952,0.0001077494,0.00002353136,0.0005372276,0.00001103625,0.00005466021,0.007072916],"study_design_scores_gemma":[0.00003501507,0.002397295,0.9950393,0.00001183558,0.00005428819,0.001582504,0.0003436444,0.00008408847,0.00026694,0.00001541175,0.0001634678,0.000006234291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999688,0.00009301477,0.00005916501,0.000003309645,0.000002634492,0.000006654496,0.00004625241,0.000001330852,0.0000996482],"genre_scores_gemma":[0.9996499,0.00005108609,0.00007549199,0.000007224621,0.000007508635,0.00001034562,0.0001136592,0.000001034916,0.00008382885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00187983,"threshold_uncertainty_score":0.006288707,"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."}}