{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001934569,0.0004983622,0.0004270581,0.0005939815,0.0006768664,0.0007289919,0.000375858,0.000733142,0.002168881],"category_scores_gemma":[0.002611953,0.0003437138,0.0006637647,0.0004410286,0.0004096487,0.0007911409,0.0007875613,0.0007946429,0.0009377848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323484,"about_ca_system_score_gemma":0.0004886574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002407988,"about_ca_topic_score_gemma":0.003050495,"domain_scores_codex":[0.9989052,0.0004699284,0.00009405795,0.0001445883,0.000220099,0.0001661085],"domain_scores_gemma":[0.9970233,0.0007018383,0.000805765,0.0002758072,0.0004278115,0.0007656206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002737139,0.008572044,0.9710445,0.0001691983,0.0001612541,0.0008344137,0.002750263,0.0000832537,0.002033524,0.0000490173,0.0005477255,0.01101753],"study_design_scores_gemma":[0.0001346669,0.01471568,0.9818897,0.00001989523,0.00006370087,0.0004398996,0.001767816,0.0001528912,0.0001653503,0.00001850225,0.0006174899,0.00001443147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993132,0.00005151661,0.000049928,0.0000179278,0.000008129934,0.0001046742,0.0001308928,0.000001947943,0.0003217536],"genre_scores_gemma":[0.9988207,0.0000879346,0.0001487967,0.00008112071,0.00002943803,0.0001546816,0.0002186075,0.000002955278,0.0004556218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002407988,"threshold_uncertainty_score":0.01023114,"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."}}