{"id":"W4416695316","doi":"10.1177/19386400251385718","title":"Failures of Polyvinyl Alcohol Hydrogel Implant for Hallux Rigidus and Outcomes of Revision to Arthrodesis: Mid-Term to Long-Term Results","year":2025,"lang":"en","type":"article","venue":"Foot & Ankle Specialist","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Hallux rigidus; Implant; Nonunion; Arthrodesis; Ankle; Fixation (population genetics)","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":[0.0004374067,0.0003006085,0.001061868,0.0004607458,0.0001088879,0.00003375066,0.000184135,0.0001442838,0.00004729071],"category_scores_gemma":[0.000570767,0.0002519827,0.0003058776,0.0004002023,0.0001255703,0.00007376957,0.0001496433,0.0001084037,0.000009509576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005483699,"about_ca_system_score_gemma":0.000132232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002725382,"about_ca_topic_score_gemma":0.0007601422,"domain_scores_codex":[0.997748,0.00003394826,0.0009414232,0.0005295798,0.0003440334,0.0004030433],"domain_scores_gemma":[0.9984568,0.0002644514,0.0002203555,0.0005949879,0.0002129706,0.0002503818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01416861,0.001316977,0.5747403,0.00325847,0.001074389,0.0002133054,0.001679277,0.000007517106,0.09926469,0.00570003,0.1141886,0.1843879],"study_design_scores_gemma":[0.005222804,0.001192477,0.8550791,0.002235534,0.0003700209,0.00003066084,0.0001084775,0.000004892184,0.09321513,0.0002529992,0.0418764,0.0004115101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988607,0.0007161684,0.0001378714,0.005964264,0.000630139,0.001379469,0.0005066299,0.00004539069,0.002013084],"genre_scores_gemma":[0.9949817,0.00009005117,0.0008212077,0.0007199543,0.000401012,0.00003737214,0.0001353888,0.00003085504,0.002782446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2803388,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821957843211405,"score_gpt":0.3276068335036,"score_spread":0.2993872550714859,"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."}}