{"id":"W3096234677","doi":"10.29390/cjrt-2020-044","title":"Respiratory therapists: the unnoticed warriors during COVID-19 pandemic in India","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Coronavirus Infections; Pneumonia; Medicine; Virology; History; Pathology; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001119148,0.0003822297,0.0004569593,0.0006710408,0.02274454,0.004751852,0.001412201,0.004963114,0.01075547],"category_scores_gemma":[0.00437298,0.0006844511,0.0003368052,0.00090039,0.005162216,0.002752813,0.006951368,0.01346095,0.001491936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008107995,"about_ca_system_score_gemma":0.01703603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1073317,"about_ca_topic_score_gemma":0.2780239,"domain_scores_codex":[0.9977133,0.0005810312,0.0000638599,0.0001211119,0.000232046,0.001288636],"domain_scores_gemma":[0.9966781,0.0003753337,0.0005214087,0.00007889321,0.0003894058,0.00195702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001055397,0.000287253,0.05200268,0.0002584462,0.00003016836,0.01903638,0.8498516,0.00008298749,0.001677615,0.005121022,0.05231725,0.019229],"study_design_scores_gemma":[0.000007354152,0.0000944276,0.01710725,0.0002452229,0.000009404866,0.003427879,0.9349071,0.00005863294,0.00008948056,0.0004166143,0.04360982,0.00002685216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841502,0.002987323,0.0002574615,0.1245004,0.002569996,0.0001147682,0.0001468057,0.00004173171,0.02787947],"genre_scores_gemma":[0.9457166,0.002968586,0.0002110844,0.03183845,0.0003910905,0.00003689905,0.00006431836,0.00004546069,0.01872753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073317,"threshold_uncertainty_score":0.2134139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326703926840485,"score_gpt":0.3922103515388902,"score_spread":0.2595399588548416,"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."}}