{"id":"W2624741295","doi":"10.1177/1071100717712891","title":"Association of Ankle Arthritis Score With Need for Revision Surgery","year":2017,"lang":"en","type":"article","venue":"Foot & Ankle International","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; Dalhousie University; University of Toronto; University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Ankle; Arthrodesis; Osteoarthritis; Surgery; Hazard ratio; Ankle replacement; tar (computing); Foot and ankle surgery; Cohort; Cohort study; Prospective cohort study; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005128753,0.0001214293,0.000347437,0.0001493341,0.000141267,0.0000672249,0.0001445172,0.00009501523,0.0002831078],"category_scores_gemma":[0.001163588,0.0001046882,0.0002134866,0.00004878788,0.00006179933,0.000242953,0.00004618495,0.0001024432,0.00001636903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008944528,"about_ca_system_score_gemma":0.0001332653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006381743,"about_ca_topic_score_gemma":0.00006334203,"domain_scores_codex":[0.9987442,0.00001556133,0.0003463648,0.0002125435,0.0004896464,0.0001917192],"domain_scores_gemma":[0.9982427,0.0002835065,0.0005186356,0.0002864199,0.0005979892,0.00007076073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008378812,0.000202366,0.8762395,0.0001009074,0.0002871081,0.00002411055,0.00005491568,0.000002737447,0.001917683,0.0005879624,0.06085851,0.05888637],"study_design_scores_gemma":[0.003528028,0.000436313,0.7819289,0.002124251,0.0001088077,0.00004275105,0.00005944094,0.0004304045,0.01275194,0.0007404381,0.1975393,0.0003094022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847486,0.0002162366,0.0004596237,0.007233449,0.001258592,0.000366656,0.0001033628,0.00004218767,0.005571297],"genre_scores_gemma":[0.9930442,0.0001777295,0.0006719694,0.0001784997,0.000741258,0.00002458867,0.0002244937,0.00002289129,0.004914344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366808,"threshold_uncertainty_score":0.4269062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092105509194899,"score_gpt":0.2888284118112949,"score_spread":0.2579073567193459,"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."}}