{"id":"W4412994752","doi":"10.21203/rs.3.rs-6674849/v1","title":"Evaluation of an ultrasound-guided alveolar recruitment technique with incremental PEEP in dogs: a clinical study","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ultrasound; Positive end-expiratory pressure; Medicine; Radiology; Internal medicine; Lung","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":[0.003430628,0.00101267,0.001476103,0.0005045098,0.0003783712,0.0007431319,0.0009136304,0.001657061,0.0008349848],"category_scores_gemma":[0.004104825,0.0003458772,0.0004434207,0.0003842192,0.003681848,0.001047514,0.0005692184,0.001494396,0.0003411035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006389953,"about_ca_system_score_gemma":0.0009362288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006881426,"about_ca_topic_score_gemma":0.0006103386,"domain_scores_codex":[0.9979214,0.0009989482,0.0001160171,0.0003454397,0.0003801265,0.0002381824],"domain_scores_gemma":[0.997771,0.0009157396,0.0003479508,0.0002987391,0.0002797298,0.0003868268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1422679,0.05071257,0.06944733,0.00255354,0.000654233,0.004886537,0.003112181,0.00412596,0.5326096,0.001278405,0.002383669,0.1859681],"study_design_scores_gemma":[0.006487715,0.7657214,0.1012012,0.0001846093,0.0008799091,0.006509791,0.001739816,0.01009653,0.1001733,0.000456554,0.00637048,0.0001787086],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940972,0.001364121,0.003002427,0.000173715,0.0000499425,0.0005444507,0.0001028308,0.00005168356,0.0006136866],"genre_scores_gemma":[0.9936326,0.001321688,0.003643781,0.0002184315,0.000106033,0.000512226,0.0001982515,0.00001637575,0.0003506049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003430628,"threshold_uncertainty_score":0.01814318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4644742102049152,"score_gpt":0.6120183801102342,"score_spread":0.147544169905319,"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."}}