{"id":"W4200371167","doi":"10.1016/j.fas.2021.12.011","title":"Preoperative photography improves patient satisfaction following hallux valgus surgery","year":2021,"lang":"en","type":"article","venue":"Foot and Ankle Surgery","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre; Victoria Hospital","funders":"","keywords":"Medicine; Patient satisfaction; Valgus; Randomized controlled trial; Surgery; Foot (prosody); Ankle; Physical therapy","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":[0.0004362705,0.0003369555,0.0008626767,0.0003575163,0.0002645579,0.0001069246,0.0000229282,0.0001731191,0.0002154278],"category_scores_gemma":[0.0004503795,0.000305468,0.0008714854,0.0006387414,0.00009537431,0.0002882506,0.00006807965,0.0002694361,0.00002331246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003842422,"about_ca_system_score_gemma":0.0003824108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674432,"about_ca_topic_score_gemma":0.00005998131,"domain_scores_codex":[0.9977292,0.0001412891,0.0005929223,0.0005880707,0.0004148239,0.0005336315],"domain_scores_gemma":[0.9980493,0.0009974294,0.0001454466,0.0003260411,0.0001853084,0.0002965045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001825744,0.0002152456,0.829566,0.0002278481,0.0004008181,0.0008838499,0.0003643785,4.646677e-7,0.0245699,0.00003412319,0.01218852,0.1313663],"study_design_scores_gemma":[0.0005776208,0.0001515892,0.9196286,0.0007940769,0.0002758877,0.0003108663,0.001015835,0.00005014598,0.05857551,0.0002540732,0.01759179,0.000774032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896452,0.005580942,0.00002200906,0.0005480607,0.00210922,0.0002423522,0.00001461447,0.0001600126,0.001677589],"genre_scores_gemma":[0.997395,0.0007678511,0.0001133232,0.0006284139,0.0003526634,0.00005642903,0.0001208196,0.00005093419,0.0005146046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305923,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187526713445543,"score_gpt":0.238680520042594,"score_spread":0.2199278486980397,"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."}}