{"id":"W3183328395","doi":"10.12927/hcq.2021.26549","title":"Do Not Waste a Crisis: Physician Engagement during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Sinai Health System; University Health Network","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public engagement; Nursing; Psychology; Medicine; Public relations; Political science; Infectious disease (medical specialty); Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008124901,0.0002786036,0.0003089413,0.0007272086,0.0203342,0.006042571,0.001088335,0.004634944,0.002505643],"category_scores_gemma":[0.02124384,0.0003490327,0.000383678,0.0007924413,0.009603709,0.004645944,0.008097908,0.006592307,0.0004115699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004328833,"about_ca_system_score_gemma":0.006974382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009478144,"about_ca_topic_score_gemma":0.02860589,"domain_scores_codex":[0.9849689,0.01202557,0.0001651889,0.0003012429,0.0006207518,0.001918215],"domain_scores_gemma":[0.9884935,0.005663157,0.0009463764,0.0003303073,0.0006160539,0.003950653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001558936,0.0004582281,0.02284161,0.0002710072,0.00002967802,0.009491462,0.8723657,0.0003666913,0.0008287602,0.02097973,0.03129121,0.0409201],"study_design_scores_gemma":[0.00004560018,0.000303306,0.00952296,0.0003852046,0.00001299409,0.003003438,0.9165923,0.0004477825,0.0003905601,0.006347087,0.06290326,0.00004547211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7549109,0.002290242,0.003071876,0.1852831,0.0009036991,0.0001891267,0.00005542325,0.00006716563,0.05322837],"genre_scores_gemma":[0.9848551,0.001368933,0.001113672,0.01014988,0.0002311704,0.00008684851,0.00002199198,0.00002430189,0.002148149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203342,"threshold_uncertainty_score":0.04296911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270593313132649,"score_gpt":0.439640441672042,"score_spread":0.3125811103587771,"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."}}