{"id":"W1988500830","doi":"10.1002/ajim.20559","title":"Quality control chart method for analyzing PEF variability in occupational asthma","year":2008,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"U.S. Public Health Service","keywords":"Medicine; Occupational asthma; Asthma; Control chart; Gold standard (test); Chart; Physical therapy; Statistics; Internal medicine; Mathematics","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":[0.01374015,0.0006051683,0.0007579637,0.004753679,0.0005793808,0.001203237,0.0009712569,0.0006685669,0.001829802],"category_scores_gemma":[0.04222823,0.0002237961,0.0004977417,0.003428683,0.0005828267,0.0008642631,0.0005455652,0.0006797668,0.000502106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189638,"about_ca_system_score_gemma":0.001341752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004758934,"about_ca_topic_score_gemma":0.003188093,"domain_scores_codex":[0.9881472,0.004510628,0.001266314,0.001198435,0.004667038,0.0002102828],"domain_scores_gemma":[0.963792,0.01734883,0.005002795,0.003003591,0.0103956,0.0004572358],"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":[0.001784076,0.0004478387,0.3100071,0.0008738633,0.0006140845,0.0003927283,0.0008206356,0.01258668,0.02501403,0.00515483,0.01253441,0.6297697],"study_design_scores_gemma":[0.000536288,0.003626897,0.5549232,0.0005360346,0.0008504035,0.004030981,0.0007343959,0.3074157,0.07080289,0.006044803,0.04996212,0.0005363144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1179611,0.002199961,0.8672756,0.0002725083,0.0003504113,0.00141616,0.003317735,0.003795171,0.00341127],"genre_scores_gemma":[0.4249264,0.0006490239,0.5668038,0.0001992544,0.0001849229,0.001637987,0.004245354,0.0002660483,0.001087295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01374015,"threshold_uncertainty_score":0.07266575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07843979026468718,"score_gpt":0.3933347724028318,"score_spread":0.3148949821381447,"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."}}