{"id":"W2604126968","doi":"10.1111/all.13177","title":"Work productivity in rhinitis using cell phones: The <scp>MASK</scp> pilot study","year":2017,"lang":"en","type":"article","venue":"Allergy","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université Laval","funders":"","keywords":"Visual analogue scale; Medicine; Work productivity; Asthma; Allergy; Physical therapy; Productivity; Internal medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004131353,0.0001849033,0.0003070595,0.00006963807,0.000471466,0.0001052068,0.0002152018,0.00005031696,0.00003111502],"category_scores_gemma":[0.0004330585,0.0001359814,0.00004528727,0.0001478515,0.0001140441,0.0001774426,0.0001275663,0.0002552717,0.00003525131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005845648,"about_ca_system_score_gemma":0.00008992427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216033,"about_ca_topic_score_gemma":0.0008975632,"domain_scores_codex":[0.9985752,0.0001343489,0.0002763403,0.0003777701,0.0003284495,0.000307965],"domain_scores_gemma":[0.9985914,0.000125709,0.0002060942,0.0008999526,0.0000991152,0.00007773146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006698793,0.01432882,0.8793958,0.0001555563,0.0009118959,0.003320188,0.05259652,0.001884264,0.01517694,0.0007253324,0.01520848,0.01562632],"study_design_scores_gemma":[0.002999317,0.001001198,0.9842241,0.0001225042,0.00004714013,0.00006554562,0.003125297,0.000649717,0.000669607,0.0001865796,0.006801859,0.0001070906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824316,0.0001761687,0.00008714339,0.000552632,0.0005049265,0.0006849038,0.000001624929,0.000039018,0.01552196],"genre_scores_gemma":[0.9968352,0.0001098269,0.0001692904,0.0001862557,0.0004749127,0.00001963561,0.000009807723,0.00003601349,0.00215909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048283,"threshold_uncertainty_score":0.5545161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590878501830731,"score_gpt":0.2841127710173956,"score_spread":0.2282039859990883,"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."}}