{"id":"W4392094330","doi":"10.1371/journal.pone.0298052","title":"Personal Protective Equipment Portraits Canada (PPC)–Humanization and surveying mask-wearing nationally","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; McGill University Health Centre","funders":"McGill University Health Centre; Sunnybrook Research Institute; McGill University; University of Toronto; Institut de recherche, Centre universitaire de santé McGill","keywords":"Portrait; Thematic analysis; Health care; Medicine; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Visual arts; Qualitative research; Sociology; Art; Pathology; Law; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002846963,0.0002596665,0.0001692303,0.00143421,0.00463463,0.001547307,0.001031526,0.0005135554,0.006250173],"category_scores_gemma":[0.007266484,0.0002534201,0.0003716101,0.001728117,0.001788641,0.0007366675,0.001807553,0.0008682547,0.0006901096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01683869,"about_ca_system_score_gemma":0.02481484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8958113,"about_ca_topic_score_gemma":0.9315244,"domain_scores_codex":[0.9976816,0.0004977463,0.0001131804,0.000213645,0.001042782,0.0004509127],"domain_scores_gemma":[0.9906645,0.0008675394,0.001022482,0.0004491782,0.005823004,0.00117339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003131449,0.0002578433,0.7042103,0.001031323,0.00004247771,0.0006981069,0.1596293,0.0002772251,0.003896553,0.001736115,0.04009199,0.08781553],"study_design_scores_gemma":[0.000011768,0.0002123769,0.7728446,0.0004444953,0.00002007689,0.0002751214,0.1529959,0.0003747641,0.001143514,0.0001000745,0.07151942,0.00005783945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621279,0.0006479357,0.0011541,0.00149731,0.00006223063,0.001324721,0.006338856,0.00004293248,0.02680404],"genre_scores_gemma":[0.9829501,0.0006661608,0.003231816,0.0008793725,0.00002509987,0.0009505083,0.002401604,0.00003429613,0.008861124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041887,"threshold_uncertainty_score":0.2096046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362103356695422,"score_gpt":0.2340650724590357,"score_spread":0.1978547367894935,"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."}}