{"id":"W3095820554","doi":"10.2196/23860","title":"Does a Pandemic Preempt Participatory Medicine?","year":2020,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toll; Pandemic; Citizen journalism; Control (management); Health care; Public relations; Coronavirus disease 2019 (COVID-19); Sociology; Medicine; Political science; Law; Management; Economics","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":[0.1094603,0.0007331287,0.001061254,0.001087996,0.01468749,0.01588021,0.003226151,0.0236448,0.007860715],"category_scores_gemma":[0.08047271,0.0007598556,0.001360998,0.0009643634,0.09234449,0.03193353,0.02124144,0.03353594,0.002027483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087588,"about_ca_system_score_gemma":0.0329079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006734102,"about_ca_topic_score_gemma":0.008958964,"domain_scores_codex":[0.9052463,0.07505622,0.00151236,0.00505629,0.006646542,0.006482259],"domain_scores_gemma":[0.9093605,0.0681776,0.00372152,0.007294204,0.004313478,0.007132684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004127267,0.00005338406,0.0004588026,0.0001666033,0.00001390477,0.0002103346,0.02082738,0.0001313978,0.0001859958,0.9335999,0.02874687,0.01556419],"study_design_scores_gemma":[0.00007902662,0.0000707082,0.0003285304,0.0006867464,0.000008023318,0.0002736135,0.01368078,0.0003340798,0.0002548384,0.7289626,0.2552797,0.00004125482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003099173,0.005271092,0.006839392,0.949084,0.003907915,0.00005614219,0.00001369448,0.00004148586,0.03168716],"genre_scores_gemma":[0.3928714,0.006191089,0.01494392,0.562435,0.006548502,0.0005077269,0.00003498905,0.0001633131,0.01630401],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1094603,"threshold_uncertainty_score":0.5788882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5007298043496303,"score_gpt":0.5843926373292169,"score_spread":0.08366283297958654,"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."}}