{"id":"W6930534781","doi":"10.5281/zenodo.14772298","title":"Мініінвазивні відеоторакоскопічні втручання у пацієнтів із гострою емпіємою плеври","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Object (grammar); Key (lock); MEDLINE","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":[0.005643955,0.0009204188,0.0006907854,0.003369697,0.005166417,0.01472558,0.001584038,0.003268567,0.08437192],"category_scores_gemma":[0.01468783,0.0009125346,0.001128296,0.003468725,0.00642364,0.0086173,0.005758633,0.004655773,0.0480602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006183269,"about_ca_system_score_gemma":0.0151384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209865,"about_ca_topic_score_gemma":0.01548855,"domain_scores_codex":[0.9923103,0.001876911,0.0005115877,0.0009310328,0.003577451,0.0007927348],"domain_scores_gemma":[0.9923612,0.001557171,0.0005963429,0.0008608287,0.003464743,0.001159747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002066239,0.0001841307,0.008502899,0.001501872,0.00007572865,0.0008667755,0.01085957,0.001113964,0.003222966,0.5145604,0.1887202,0.2701848],"study_design_scores_gemma":[0.00002107659,0.00004361984,0.003158816,0.0007701034,0.000039361,0.000432227,0.004812472,0.0003951578,0.001540229,0.05560128,0.9331143,0.00007130497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01401515,0.01208437,0.03529507,0.04178443,0.003971699,0.0003673554,0.001918862,0.0007926125,0.8897703],"genre_scores_gemma":[0.3969521,0.03151764,0.06974592,0.01019298,0.002374709,0.0012029,0.003362218,0.001984064,0.4826674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08437192,"threshold_uncertainty_score":0.2822522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304439514899406,"score_gpt":0.2713332891367038,"score_spread":0.2282888939877097,"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."}}