{"id":"W1981579226","doi":"10.1177/175114371101200218","title":"A Respiratory Centre and Network Model for the Management of Severe Hypoxaemic Respiratory Failure","year":2011,"lang":"en","type":"article","venue":"Journal of the Intensive Care Society","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Centralisation; Intensive care medicine; Respiratory failure; Anesthesia; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02916688,0.001284604,0.000948427,0.001947652,0.003478152,0.01440407,0.007857643,0.02158036,0.02590403],"category_scores_gemma":[0.03970697,0.0008169007,0.001952354,0.002286748,0.01147745,0.02203458,0.01118352,0.02462936,0.009979207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01420396,"about_ca_system_score_gemma":0.01825356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009739857,"about_ca_topic_score_gemma":0.02538907,"domain_scores_codex":[0.9684417,0.01795459,0.001881972,0.002772767,0.006753317,0.002195595],"domain_scores_gemma":[0.9621236,0.01334722,0.002210205,0.00214669,0.009258936,0.01091343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001595883,0.00007063351,0.000408538,0.00100234,0.00008673086,0.0004554029,0.001394617,0.00130891,0.0001560556,0.4050774,0.5574074,0.03247232],"study_design_scores_gemma":[0.0001782781,0.0002016304,0.0004357892,0.001355833,0.00005017053,0.0004060141,0.0005131562,0.001601542,0.00005702105,0.07125424,0.9238412,0.0001051738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008584205,0.01612388,0.02694839,0.8183911,0.07961646,0.0003204821,0.0001770074,0.0006694592,0.05689475],"genre_scores_gemma":[0.0764595,0.03472979,0.07027883,0.6353822,0.1032444,0.00198859,0.0005210477,0.0009257172,0.07646994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02916688,"threshold_uncertainty_score":0.154251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04580872001255477,"score_gpt":0.2687437005221959,"score_spread":0.2229349805096412,"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."}}