{"id":"W2044527904","doi":"10.4187/respcare.02761","title":"Assessment of Humidification Performance: Still No Easy Method!","year":2013,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Hypothermia; Ventilation (architecture); Anesthesia; Moisture; Intensive care medicine; Mechanical ventilation; Thermodynamics; Composite material","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":[0.009142308,0.0009389714,0.001909748,0.0009031089,0.00110721,0.002854375,0.001912088,0.007981419,0.00463045],"category_scores_gemma":[0.04435081,0.0004052055,0.0005951968,0.0007918198,0.0031552,0.005788199,0.00135729,0.01469385,0.008056735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750847,"about_ca_system_score_gemma":0.001109841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426014,"about_ca_topic_score_gemma":0.00214803,"domain_scores_codex":[0.9911929,0.003244149,0.001014419,0.0006115568,0.003635738,0.0003012045],"domain_scores_gemma":[0.965826,0.0194025,0.00253062,0.001714052,0.009497152,0.001029597],"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":[0.0004061043,0.0001622469,0.01011432,0.001253344,0.0000862388,0.004949491,0.0008193119,0.00022809,0.003709973,0.00565876,0.62409,0.3485221],"study_design_scores_gemma":[0.0001795526,0.001239924,0.01239236,0.004149048,0.0001468355,0.04196527,0.004473096,0.002096449,0.007460542,0.04440856,0.8810227,0.0004657439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003532995,0.07579154,0.00900838,0.8843492,0.01964222,0.00007716246,0.0001321172,0.0003314277,0.007134971],"genre_scores_gemma":[0.09171031,0.09168385,0.0409523,0.6687161,0.09076344,0.0005047052,0.0003322128,0.0004110227,0.01492608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009142308,"threshold_uncertainty_score":0.04834974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03854964472375748,"score_gpt":0.3409823721331102,"score_spread":0.3024327274093527,"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."}}