{"id":"W3120184527","doi":"10.26443/ijwpc.v8i1.273","title":"COVID-19 pandemic: one person, various perspectives","year":2021,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Musée de la Civilisation","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Geography; Pathology; Infectious disease (medical specialty); Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005043648,0.0001670221,0.0004640461,0.0002816353,0.0001094504,0.00007946029,0.0003512888,0.0001082262,0.0011125],"category_scores_gemma":[0.04273055,0.0001454635,0.0004939816,0.0001951954,0.0002065929,0.0001553233,0.0001188731,0.0007641049,0.00003990657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381504,"about_ca_system_score_gemma":0.003239384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371281,"about_ca_topic_score_gemma":0.00005852113,"domain_scores_codex":[0.9972034,0.0001308064,0.0004038818,0.0003160877,0.001687209,0.0002586538],"domain_scores_gemma":[0.9930593,0.001495097,0.0002636507,0.0001999954,0.004325873,0.0006560506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003900447,0.002018641,0.5919063,0.001233144,0.00810114,0.02205222,0.2010555,0.001050822,0.04138251,0.0009500409,0.02988592,0.09646326],"study_design_scores_gemma":[0.01479919,0.001899986,0.1216967,0.001105183,0.0006592743,0.002353343,0.5058278,0.0003073755,0.0009946811,0.0003454405,0.3494152,0.0005957879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5963467,0.02794929,0.006448563,0.3585622,0.002278093,0.0004753627,0.0003549168,0.0001263575,0.007458485],"genre_scores_gemma":[0.9873815,0.00144242,0.0009046854,0.006363692,0.001484814,0.000004875429,0.00002383722,0.00002269618,0.002371477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4702096,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181432611906439,"score_gpt":0.459941458432319,"score_spread":0.3417981972416752,"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."}}