{"id":"W4401092657","doi":"10.14300/mnnc.2024.19042","title":"3D technology in surgery of lung hydatid cyst","year":2024,"lang":"en","type":"article","venue":"Medical news of the North Caucasus","topic":"Parasitic infections in humans and animals","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Hydatid cyst; Lung; Medicine; Echinococcosis; Cyst; Surgery; General surgery; Radiology; Internal medicine","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":[0.0008059588,0.0003721341,0.0002820265,0.001705326,0.0003420152,0.001095657,0.0004028445,0.001288899,0.002554092],"category_scores_gemma":[0.001629054,0.0004213838,0.0007171507,0.0006851759,0.0008458187,0.0007394271,0.0009252336,0.0009072596,0.0009186342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355219,"about_ca_system_score_gemma":0.0004536298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112236,"about_ca_topic_score_gemma":0.001568305,"domain_scores_codex":[0.9994103,0.0001544713,0.00005617839,0.00006161204,0.0002643075,0.00005311766],"domain_scores_gemma":[0.9992359,0.0003972714,0.00007549276,0.0001338036,0.00008436014,0.00007318824],"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":[0.0006116791,0.0002116947,0.04088999,0.001628951,0.000180485,0.04041173,0.001609351,0.01285057,0.1970981,0.004684777,0.007992028,0.6918306],"study_design_scores_gemma":[0.0001848604,0.001867995,0.09991174,0.0009145614,0.000517901,0.4416506,0.001076123,0.04999003,0.1415457,0.008755798,0.2530689,0.0005156339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5168351,0.1047395,0.3242224,0.007908616,0.002220821,0.000212012,0.0006143749,0.002778384,0.04046874],"genre_scores_gemma":[0.772018,0.02608394,0.1945836,0.001352595,0.0006518593,0.0000928832,0.0002280217,0.0002601689,0.004728966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002554092,"threshold_uncertainty_score":0.008544266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560309284670885,"score_gpt":0.3044130740302652,"score_spread":0.2888099811835564,"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."}}