{"id":"W3086973964","doi":"10.36834/cmej.70406","title":"A critical discourse analysis of face masks and its association with health construction in medical education","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Association (psychology); Face (sociological concept); Face masks; Computer science; Data science; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Sociology; Social science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000875791,0.00009711133,0.0003502748,0.000627124,0.0001085339,0.00003163769,0.00005421773,0.0002002011,0.005501729],"category_scores_gemma":[0.0158852,0.00008478357,0.00006545991,0.0009130403,0.00008002876,0.0001760121,0.000005171658,0.0006137475,0.000004562659],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006071556,"about_ca_system_score_gemma":0.0548858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002601582,"about_ca_topic_score_gemma":0.01246142,"domain_scores_codex":[0.998041,0.0001680251,0.0005134156,0.0001771819,0.0008660568,0.0002343559],"domain_scores_gemma":[0.9940999,0.00007964539,0.0002291755,0.00006260623,0.0005219782,0.005006696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002753294,0.0008584252,0.6891767,0.0003195826,0.0008901586,0.00004256624,0.007839211,0.00005302094,0.00001855964,0.01133261,0.01688869,0.2723051],"study_design_scores_gemma":[0.004348073,0.001015212,0.8617656,0.001577741,0.001931847,0.00182624,0.01649393,0.09660988,0.00003049675,0.0002219842,0.0137295,0.0004495108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4709757,0.0009653782,0.003238429,0.5228859,0.0007949524,0.0002951183,0.000010892,0.00001347214,0.000820227],"genre_scores_gemma":[0.9737852,0.0001187683,0.0002376176,0.02525586,0.0004801794,0.00001059896,0.00004775026,0.000008251895,0.00005574891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5028096,"threshold_uncertainty_score":0.9954074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009577575432708254,"score_gpt":0.3402514074252493,"score_spread":0.330673831992541,"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."}}