{"id":"W2898207860","doi":"10.1080/24745332.2018.1494979","title":"Section 5: Airway clearance","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Section (typography); Guideline; Executive summary; Airway; Clinical Practice; Medicine; Ventilation (architecture); Mechanical ventilation; Intensive care medicine; Engineering; Physical therapy; Surgery; Anesthesia; Mechanical engineering; Computer science; Business; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004148802,0.00117365,0.001899219,0.002111781,0.001953193,0.002182267,0.001819732,0.006755684,0.03798727],"category_scores_gemma":[0.02026278,0.0007085682,0.002392834,0.0008945006,0.001291032,0.001334979,0.002404561,0.005152107,0.03407485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993961,"about_ca_system_score_gemma":0.009058965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289968,"about_ca_topic_score_gemma":0.02653812,"domain_scores_codex":[0.9919177,0.001393447,0.002297322,0.0003648175,0.003416278,0.0006105478],"domain_scores_gemma":[0.9852234,0.003800041,0.002722979,0.0005241048,0.006754571,0.0009748676],"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":[0.00006026346,0.0001098614,0.002025871,0.002615829,0.00005498527,0.001225793,0.000160047,0.0004530851,0.001318367,0.001937474,0.7878457,0.2021928],"study_design_scores_gemma":[0.00005576574,0.00008495075,0.004379271,0.007337299,0.00007308644,0.002755392,0.00009448046,0.0003147817,0.001261152,0.001102017,0.9825071,0.00003463611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006010354,0.1487424,0.04308153,0.1939443,0.07070087,0.004719112,0.007136901,0.003466216,0.5221982],"genre_scores_gemma":[0.06119623,0.1628479,0.0665023,0.2998573,0.05833699,0.004266824,0.01271591,0.001238706,0.3330379],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03798727,"threshold_uncertainty_score":0.12708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878435864855949,"score_gpt":0.3081327932809212,"score_spread":0.2793484346323617,"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."}}