{"id":"W87088967","doi":"10.1155/2010/269581","title":"Prophylactic Positive End‐Expiratory Pressure and Postintubation Hemodynamics: An Interventional, Randomized Study","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Positive end-expiratory pressure; Randomized controlled trial; Hemodynamics; Anesthesia; Intensive care medicine; Internal medicine; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001890689,0.0002929529,0.0005818078,0.0006694141,0.000457511,0.0002181177,0.0001751295,0.0002208019,0.001091895],"category_scores_gemma":[0.0004700371,0.0002513045,0.0001974062,0.0001553055,0.000222397,0.0005135496,0.00002717521,0.001155694,0.00002200149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221234,"about_ca_system_score_gemma":0.001992725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081885,"about_ca_topic_score_gemma":0.02060876,"domain_scores_codex":[0.9976079,0.0004412274,0.0006558757,0.0004066575,0.0004422096,0.0004461244],"domain_scores_gemma":[0.9969524,0.0000657838,0.0003020891,0.000376664,0.0005648577,0.001738246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.07893551,0.00765639,0.3698686,0.0009854118,0.005487799,0.0179499,0.01508904,0.00004231048,0.257055,0.02444146,0.003416932,0.2190717],"study_design_scores_gemma":[0.4809826,0.03651273,0.3169445,0.0005789875,0.007143461,0.01112359,0.01261045,0.002956528,0.008393683,0.006554701,0.1126041,0.003594678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952031,0.0005858916,0.0001891619,0.0002125207,0.0008556393,0.001421413,0.00003226915,0.00003706472,0.001462932],"genre_scores_gemma":[0.9970061,0.00000199685,0.0002992815,0.001461147,0.0006620236,0.00004942077,0.00001721327,0.00005349686,0.0004493739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4020471,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436286532470453,"score_gpt":0.2782376546538503,"score_spread":0.2638747893291457,"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."}}