{"id":"W1541642506","doi":"10.1186/cc1857","title":"Recruitment and retention of lung volume.","year":2002,"lang":"en","type":"letter","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Lung; Intensive care medicine; Tidal volume; Acute respiratory distress; Lung volumes; Respiratory physiology; Anesthesia; Oxygenation; Respiratory distress; Respiratory system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008597353,0.0008111487,0.001341566,0.0004294415,0.0009751205,0.001678793,0.0009123386,0.01987408,0.003924963],"category_scores_gemma":[0.01001151,0.0003386475,0.0007343961,0.0003655613,0.002862812,0.002135177,0.0006797386,0.01407796,0.003854067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950159,"about_ca_system_score_gemma":0.0008497532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206115,"about_ca_topic_score_gemma":0.001456375,"domain_scores_codex":[0.998744,0.0003725396,0.0001651995,0.0001800173,0.0003907534,0.0001473387],"domain_scores_gemma":[0.9975962,0.001413136,0.0003375799,0.0001360173,0.0002951757,0.0002218805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005147271,0.0001616568,0.008826218,0.0008859148,0.0001074069,0.1577378,0.0004048572,0.0002893521,0.002859445,0.01569885,0.7257193,0.08679437],"study_design_scores_gemma":[0.0005308805,0.000416629,0.0102578,0.0006956853,0.00006948466,0.3795202,0.0004282482,0.0009658861,0.001551039,0.02534838,0.5801411,0.00007467053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008939269,0.02402776,0.001419878,0.9137506,0.0215152,0.00008613971,0.00009778917,0.0001707666,0.02999249],"genre_scores_gemma":[0.1007971,0.02274938,0.001401201,0.7536482,0.09560026,0.0001987947,0.00009367493,0.00004502092,0.02546633],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01987408,"threshold_uncertainty_score":0.01414949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109861067823878,"score_gpt":0.3453573673535511,"score_spread":0.2343712605711634,"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."}}