{"id":"W3037358903","doi":"10.1089/jamp.2020.1622","title":"Urgent Appeal from International Society for Aerosols in Medicine (ISAM) During COVID-19: Clinical Decision Makers and Governmental Agencies Should Consider the Inhaled Route of Administration: A Statement from the ISAM Regulatory and Standardization Issues Networking Group","year":2020,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Library science; Appeal; Political science; Management; Law; Computer science","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":[0.05216697,0.001530956,0.003197061,0.001162907,0.009535654,0.01265459,0.004457966,0.1148346,0.009447742],"category_scores_gemma":[0.09407595,0.001527243,0.004172915,0.001027259,0.006125765,0.007254415,0.007329512,0.0696685,0.006651328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005755399,"about_ca_system_score_gemma":0.04041097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008678225,"about_ca_topic_score_gemma":0.01893437,"domain_scores_codex":[0.9596443,0.007263551,0.005648784,0.00286739,0.0196427,0.004933286],"domain_scores_gemma":[0.8877894,0.04689804,0.008971747,0.00340558,0.03115548,0.02177973],"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":[0.00009752228,0.0001306026,0.001116604,0.0001930783,0.00003331835,0.0006552905,0.0004336227,0.0001119155,0.001400661,0.007627962,0.9704709,0.01772847],"study_design_scores_gemma":[0.0000962701,0.0001587351,0.002142176,0.0007670903,0.00005658035,0.0006398414,0.0007491795,0.0004527266,0.0008905988,0.003799932,0.9901341,0.0001128539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006888491,0.002051182,0.0005147578,0.9558504,0.03618323,0.00008066586,0.00007856373,0.00007136873,0.004480997],"genre_scores_gemma":[0.005545765,0.001498014,0.001895101,0.9448193,0.03430628,0.00009145543,0.0001142079,0.0001060887,0.01162382],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1148346,"threshold_uncertainty_score":0.2758886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08869816011277072,"score_gpt":0.3662787877978596,"score_spread":0.2775806276850889,"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."}}