{"id":"W4221128749","doi":"10.1053/j.jfas.2022.03.006","title":"Predictors of Foot Acute Compartment Syndrome: Big Data analysis","year":2022,"lang":"en","type":"article","venue":"The Journal of Foot & Ankle Surgery","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Fasciotomy; Foot (prosody); Incidence (geometry); Odds ratio; Demographics; Retrospective cohort study; Surgery; Emergency medicine; Internal medicine; Demography","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":[0.004568507,0.0007281541,0.001601306,0.001892063,0.000495191,0.001709201,0.001016728,0.0009828134,0.001886167],"category_scores_gemma":[0.01660815,0.0004787331,0.00227998,0.002645619,0.0004288173,0.001388425,0.001483837,0.002147966,0.0004173645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004315955,"about_ca_system_score_gemma":0.001104428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003503384,"about_ca_topic_score_gemma":0.003322028,"domain_scores_codex":[0.9961588,0.001577963,0.0005420524,0.0008098801,0.0004790014,0.0004321206],"domain_scores_gemma":[0.9815751,0.01069171,0.002894262,0.002716638,0.0008208874,0.001301375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009498667,0.0001221948,0.98619,0.00009110636,0.001431468,0.0001524198,0.0000598998,0.001694646,0.0001646174,0.0001782598,0.002938506,0.00602702],"study_design_scores_gemma":[0.0001158528,0.0002858844,0.9663817,0.0001046415,0.0009252686,0.0006244205,0.0005352662,0.02683382,0.0003214808,0.001990122,0.001814842,0.00006668926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632572,0.001560682,0.003765403,0.001873124,0.0001823993,0.00007687214,0.02849495,0.0001529071,0.0006365086],"genre_scores_gemma":[0.9777278,0.0003347716,0.002416236,0.0002082273,0.0001254491,0.0001031733,0.01889216,0.00003262551,0.0001595912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004568507,"threshold_uncertainty_score":0.02416086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07026255747278151,"score_gpt":0.2880406649380601,"score_spread":0.2177781074652786,"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."}}