{"id":"W3127764796","doi":"10.1093/annweh/wxaa111","title":"A Qualitative Study to Identify Characteristics of a Desirable Training Program for Prevention of Occupational Skin Disease","year":2021,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Occupational Cancer Research Centre; University of Toronto; Public Health Ontario","funders":"","keywords":"Thematic analysis; Training (meteorology); Medical education; Medicine; Occupational safety and health; Qualitative research; Nursing; Work (physics); Psychology; Applied psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01554866,0.0004594423,0.0005646567,0.001123339,0.007006227,0.003379096,0.001508145,0.001671058,0.005593027],"category_scores_gemma":[0.02434336,0.0004650621,0.0003960538,0.001224113,0.004810689,0.00303805,0.00358746,0.001948983,0.000642218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005809085,"about_ca_system_score_gemma":0.007218982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003995494,"about_ca_topic_score_gemma":0.005761132,"domain_scores_codex":[0.9880145,0.009203889,0.0003462874,0.0005628916,0.0007241439,0.001148319],"domain_scores_gemma":[0.9720713,0.02086264,0.001727941,0.0005887504,0.002201599,0.002547771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007368418,0.0001686974,0.005876248,0.0005052245,0.000005040929,0.001199573,0.9773884,0.00006258327,0.001270148,0.001983389,0.001411211,0.01005582],"study_design_scores_gemma":[0.00001190592,0.0001226689,0.002662845,0.0003525625,0.000004200157,0.0004677108,0.979723,0.0001348284,0.0003309087,0.000448565,0.01572794,0.00001281169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965798,0.0007979778,0.01009197,0.006331737,0.0001942614,0.001493318,0.0005312734,0.0000661399,0.01469543],"genre_scores_gemma":[0.9861319,0.0006301773,0.004566742,0.001420191,0.00003524339,0.001406224,0.0001450967,0.00003120656,0.005633137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554866,"threshold_uncertainty_score":0.08223015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.297730286113798,"score_gpt":0.5365379119440713,"score_spread":0.2388076258302733,"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."}}