{"id":"W78384524","doi":"10.1007/978-3-7643-8556-9_13","title":"Asthma in apprentice workers The birth cohort parallel: Using apprentices as a powerful cohort design for studying occupational asthma","year":2010,"lang":"en","type":"book-chapter","venue":"Birkhäuser Basel eBooks","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Apprenticeship; Occupational asthma; Medicine; Asthma; Bronchial hyperresponsiveness; Cohort; Cohort study; Allergy; Workforce; Occupational medicine; Prospective cohort study; Incidence (geometry); Environmental health; Immunology; Internal medicine; Occupational exposure; Respiratory disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003107297,0.000473201,0.0007815806,0.001893657,0.0002100813,0.0009578637,0.0006848906,0.0006134242,0.002480479],"category_scores_gemma":[0.00281827,0.0002816654,0.0005272022,0.001513038,0.0005461453,0.001041354,0.0008953021,0.001104155,0.0008149589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004279016,"about_ca_system_score_gemma":0.0007105559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463878,"about_ca_topic_score_gemma":0.005258604,"domain_scores_codex":[0.9989797,0.0005457394,0.00006130867,0.0001391137,0.0002480239,0.00002598276],"domain_scores_gemma":[0.9976264,0.002006074,0.00008556161,0.00009756209,0.000125292,0.00005914055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001055675,0.0001196824,0.01573395,0.003800636,0.0002113131,0.0006295495,0.001456797,0.000492848,0.001332036,0.02995602,0.03862632,0.9075354],"study_design_scores_gemma":[0.00005332566,0.0007044788,0.09646817,0.008300673,0.0003276321,0.005177438,0.0012507,0.0008299858,0.0008083955,0.03959662,0.8463988,0.00008377041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01192299,0.919476,0.03334191,0.004650704,0.003095825,0.0003269084,0.0007110279,0.0001076654,0.02636708],"genre_scores_gemma":[0.02380278,0.9121614,0.03244668,0.003737897,0.00339804,0.0008024588,0.0006920822,0.0000788722,0.02287977],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003107297,"threshold_uncertainty_score":0.01643312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979355058851423,"score_gpt":0.3025535083190061,"score_spread":0.2527599577304919,"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."}}