{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003963911,0.00009659193,0.0003857058,0.0003359946,0.00002730208,0.000003272908,0.0001475868,0.000151841,0.0003953367],"category_scores_gemma":[0.001242606,0.00006121328,0.000150993,0.0007638041,0.0003445083,0.00002456307,0.00007811586,0.000381631,0.00001215188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004909667,"about_ca_system_score_gemma":0.0002929393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002991088,"about_ca_topic_score_gemma":0.0003389984,"domain_scores_codex":[0.998709,0.00004177981,0.0004896364,0.0001659326,0.0003994181,0.0001942962],"domain_scores_gemma":[0.9991904,0.0003088896,0.00006392571,0.0003170243,0.00005131291,0.00006844853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004544032,0.0002641516,0.9535442,0.0007326414,0.000109123,0.0004757171,0.0001456237,0.000008806772,0.0007472449,0.001239122,0.009983454,0.03270447],"study_design_scores_gemma":[0.00218527,0.0005254007,0.8823331,0.009103639,0.0005809958,0.002980483,0.0003462514,0.007463212,0.006804046,0.002054431,0.08505592,0.0005672714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914836,0.001207945,0.00008009304,0.00397192,0.0007241968,0.0001671916,0.00001212013,0.00004282936,0.002310127],"genre_scores_gemma":[0.9991406,0.00016687,0.00008488692,0.0001566368,0.0001374722,0.00001296883,0.00000512152,0.00001206407,0.0002833376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07507247,"threshold_uncertainty_score":0.432866,"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."}}