{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004051937,0.0002206396,0.0005340531,0.0003980932,0.000284886,0.0004047984,0.0001856025,0.0004444681,0.006851071],"category_scores_gemma":[0.004339699,0.0001395184,0.0004650614,0.0003440449,0.0001472459,0.0003043915,0.0003213272,0.0005392984,0.0004031605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002233814,"about_ca_system_score_gemma":0.000218539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104204,"about_ca_topic_score_gemma":0.003007274,"domain_scores_codex":[0.999657,0.0001176792,0.0000442895,0.00002029582,0.00009405372,0.00006658311],"domain_scores_gemma":[0.9975289,0.001102016,0.0006598386,0.00006661539,0.000291543,0.0003511324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01967284,0.004873931,0.6541536,0.0009635973,0.000647708,0.001240621,0.0007126959,0.0005606347,0.01035182,0.0001006349,0.007089452,0.2996325],"study_design_scores_gemma":[0.000232602,0.004086912,0.9895207,0.00007780164,0.00020438,0.001676814,0.0006218195,0.0006309556,0.001635562,0.0000576212,0.001227086,0.00002775209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943933,0.001887726,0.0002824333,0.0004278674,0.0001175461,0.00001963493,0.0001475747,0.00003161261,0.002692147],"genre_scores_gemma":[0.9980933,0.0005612275,0.0003577138,0.0001169407,0.00007239439,0.00001012189,0.0001473191,0.000006833365,0.0006342212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006851071,"threshold_uncertainty_score":0.02291912,"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."}}