{"id":"W4385441679","doi":"10.48327/mtsi.v3i2.2023.370","title":"Atypical diagnosis of myiasis","year":2023,"lang":"fr","type":"article","venue":"PubMed","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina General Hospital","funders":"","keywords":"Lucilia; Myiasis; Medicine; Larva; Dermatology; Surgery; Biology; Calliphoridae; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002926035,0.0001095001,0.0002232616,0.00001989873,0.0001108619,0.00001102652,0.0001497051,0.0001543386,0.0006372876],"category_scores_gemma":[0.0003049779,0.00004813443,0.0001418367,0.0006488845,0.0004775744,0.00006015289,0.0001510721,0.00008620825,0.0003338244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001384346,"about_ca_system_score_gemma":0.000002483964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000192633,"about_ca_topic_score_gemma":0.0002403854,"domain_scores_codex":[0.9988956,0.00008172444,0.0002067953,0.0002108365,0.0001346416,0.000470328],"domain_scores_gemma":[0.9992406,0.0004996157,0.00006247038,0.00004864209,0.00004820557,0.0001005182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002847819,0.00007844128,0.3220678,0.00002262114,0.00005290082,0.00001497364,0.00007627337,0.000002070469,0.000008187213,0.005329205,0.07063609,0.6016829],"study_design_scores_gemma":[0.00008600333,0.00005299689,0.9170818,0.00001362783,0.00003309151,0.000002775772,0.0001495588,0.000003592009,0.0008264434,0.002921673,0.0787349,0.00009355555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460717,0.005765928,1.912819e-7,0.04208722,0.001629664,0.000238355,0.00007083741,0.00006323712,0.004072833],"genre_scores_gemma":[0.978126,0.002496464,0.00001016945,0.0003183639,0.0003645539,0.0006479106,0.00001608651,8.527623e-7,0.01801963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6015894,"threshold_uncertainty_score":0.6977853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04853940830360498,"score_gpt":0.2317408871942315,"score_spread":0.1832014788906265,"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."}}