{"id":"W2059087044","doi":"10.1111/j.1460-9592.2005.01703.x","title":"Pediatric ventilation – towards simpler approaches for complex diseases","year":2005,"lang":"en","type":"letter","venue":"Pediatric Anesthesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Sick child; Medicine; General hospital; Pediatrics","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":[0.002718341,0.0008892353,0.00135124,0.0004197496,0.002345484,0.002299216,0.001325438,0.03452251,0.005032741],"category_scores_gemma":[0.01479967,0.0004476161,0.001358666,0.0003395726,0.003988175,0.004555936,0.001881162,0.03927319,0.002979306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629051,"about_ca_system_score_gemma":0.002075815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514138,"about_ca_topic_score_gemma":0.005549372,"domain_scores_codex":[0.9978127,0.0007241488,0.0003352228,0.0003048956,0.0005866971,0.000236341],"domain_scores_gemma":[0.9942532,0.00350128,0.0003291319,0.0002047724,0.0007798956,0.0009316826],"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":[0.0001366522,0.0001571194,0.002597512,0.0003592171,0.00009123196,0.02525623,0.0005411734,0.0007277196,0.001153394,0.02452789,0.9047731,0.03967879],"study_design_scores_gemma":[0.0002248873,0.0002688662,0.002701634,0.0005202138,0.00007565883,0.03073417,0.0005941399,0.001399934,0.0004748392,0.04114125,0.9217807,0.00008377705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001254375,0.004079562,0.0009998683,0.9690956,0.02027594,0.00001065815,0.00001253662,0.00003393841,0.004237494],"genre_scores_gemma":[0.01693073,0.007245201,0.002647854,0.8110241,0.1509425,0.00006513592,0.00002488897,0.00004308663,0.01107648],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03452251,"threshold_uncertainty_score":0.01907521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08969568222466047,"score_gpt":0.2877614083168575,"score_spread":0.198065726092197,"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."}}