{"id":"W1836497296","doi":"10.1164/rccm.2303008","title":"Lung Recruitment in Real Time: Learning Was Never So Easy","year":2003,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Lung; 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":[0.00271462,0.001310457,0.004565143,0.001379607,0.0006236388,0.002606353,0.002865065,0.004615453,0.004691992],"category_scores_gemma":[0.004143807,0.0005150057,0.0008330299,0.001227074,0.002042799,0.005143763,0.001362014,0.004115157,0.003985627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009018059,"about_ca_system_score_gemma":0.001832465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197806,"about_ca_topic_score_gemma":0.002250753,"domain_scores_codex":[0.9990571,0.0002464671,0.0001153973,0.0002070386,0.000302167,0.000071865],"domain_scores_gemma":[0.9966199,0.002273325,0.0003129062,0.0001219683,0.0004970671,0.0001746778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007412432,0.00008864035,0.0002745433,0.00733081,0.00009786305,0.0001940072,0.00007948762,0.0001849963,0.0007036715,0.002131406,0.01703061,0.9718098],"study_design_scores_gemma":[0.00009096369,0.0004362278,0.003131002,0.01372738,0.000312001,0.005235636,0.000487926,0.000277265,0.001994783,0.01007725,0.9641286,0.0001010075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002124308,0.9958467,0.0005971664,0.001862025,0.0004259861,0.000005319228,0.000009832514,0.00001902282,0.001021507],"genre_scores_gemma":[0.00208578,0.9930984,0.0009410157,0.001865598,0.0008401067,0.00001709446,0.00002156679,0.000007387765,0.001123058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004691992,"threshold_uncertainty_score":0.01569629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07076540162034059,"score_gpt":0.4014183995171828,"score_spread":0.3306529978968422,"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."}}