{"id":"W7084092309","doi":"10.1007/978-981-95-0673-6_5","title":"High-Frequency Oscillation in Acute Respiratory Distress Syndrome: The OSCILLATE Trial","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Acute respiratory distress; Ventilation (architecture); Randomized controlled trial; Respiratory distress; Mechanical ventilation; Artificial ventilation","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":[0.001866895,0.0008743335,0.002902189,0.0003785386,0.0004003602,0.001151663,0.0008295358,0.002436035,0.009987765],"category_scores_gemma":[0.003893879,0.0001981844,0.001634912,0.0005002367,0.0009361508,0.001312378,0.0007250417,0.005467444,0.001102629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430046,"about_ca_system_score_gemma":0.0005669216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005994841,"about_ca_topic_score_gemma":0.001362606,"domain_scores_codex":[0.9991993,0.0005240752,0.00006196316,0.00008670453,0.00006852538,0.00005942702],"domain_scores_gemma":[0.9982894,0.001215779,0.0001096741,0.00009091797,0.00005348978,0.0002406909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4089884,0.003441644,0.002356952,0.003824775,0.004883939,0.0004382868,0.0001716677,0.001387268,0.002403049,0.009825158,0.02549203,0.536787],"study_design_scores_gemma":[0.7562058,0.1142633,0.01563919,0.004830685,0.006686857,0.0009911166,0.0005081444,0.002746726,0.001289832,0.01494208,0.08171737,0.000179038],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4121408,0.4598613,0.008689005,0.03544872,0.02608317,0.001162865,0.001822264,0.0002245019,0.05456746],"genre_scores_gemma":[0.7738563,0.1532098,0.006380184,0.03146784,0.01654783,0.002556561,0.001171287,0.0001285961,0.01468151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009987765,"threshold_uncertainty_score":0.0334124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794535101523562,"score_gpt":0.2317329766419245,"score_spread":0.2137876256266888,"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."}}