{"id":"W4387701511","doi":"10.18786/2072-0505-2023-51-030","title":"Diagnostic algorithms for acute ankle injury imaging","year":2023,"lang":"en","type":"article","venue":"Almanac of Clinical Medicine","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ankle; Magnetic resonance imaging; Ligament; Radiology; Rehabilitation; Physical therapy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008556207,0.001993418,0.001366603,0.01762498,0.001265574,0.005615085,0.00337974,0.002267318,0.01302134],"category_scores_gemma":[0.05078063,0.0008789502,0.003223445,0.007262623,0.001196953,0.004266383,0.003264789,0.002190311,0.0089329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824535,"about_ca_system_score_gemma":0.005037478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200858,"about_ca_topic_score_gemma":0.002515613,"domain_scores_codex":[0.9939525,0.001757602,0.001615103,0.0007304254,0.001623729,0.0003205648],"domain_scores_gemma":[0.9829125,0.006756347,0.001678934,0.0007891109,0.007339998,0.0005230541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005252567,0.0002444886,0.03295318,0.006748428,0.0003671039,0.00161125,0.001121011,0.004142418,0.001993118,0.02287315,0.07128134,0.8561393],"study_design_scores_gemma":[0.000586595,0.0007429161,0.03212572,0.01682511,0.002740658,0.02292247,0.002911221,0.0607293,0.009309586,0.1569147,0.6936687,0.0005229319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02039329,0.1052083,0.7661266,0.016409,0.003564644,0.01179319,0.01225763,0.01092691,0.05332049],"genre_scores_gemma":[0.05199844,0.02213785,0.9050555,0.002063008,0.0008600317,0.003187477,0.01030374,0.0004618562,0.003932153],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01762498,"threshold_uncertainty_score":0.04525006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09199945757282134,"score_gpt":0.4720821243853975,"score_spread":0.3800826668125761,"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."}}