{"id":"W2292334459","doi":"10.1155/2011/754726","title":"Barriers to the Recognition and Reporting of Occupational Asthma by Canadian Pulmonologists","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Alberta","funders":"","keywords":"Pulmonologists; Medicine; Asthma; Pulmonologist; Occupational asthma; Family medicine; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009393528,0.0001001293,0.0001777624,0.0003562662,0.0003157211,0.00002516831,0.00008686949,0.00008891042,0.000827019],"category_scores_gemma":[0.001657841,0.00007772516,0.00005573872,0.0001848219,0.00007769526,0.00008925495,0.000007227859,0.0002625429,0.00002498425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355358,"about_ca_system_score_gemma":0.004800141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2104154,"about_ca_topic_score_gemma":0.6718424,"domain_scores_codex":[0.9986426,0.00006094106,0.0006686647,0.0001440781,0.0001853181,0.0002983558],"domain_scores_gemma":[0.9969692,0.0000198852,0.0004208951,0.0001384155,0.0003375364,0.002114036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741152,0.00001060209,0.8772013,0.00001527146,0.00008525835,0.0005595003,0.001075016,0.000002774466,0.001035359,0.0001481508,0.05484296,0.06484965],"study_design_scores_gemma":[0.000325,0.0003225316,0.8238729,0.00007327682,0.00002365559,0.0008242691,0.0005140964,0.000006262568,0.001093173,0.0001680276,0.1726418,0.0001349498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935904,0.0003628973,0.00005008946,0.001237498,0.0001768673,0.0001859162,0.0001500864,0.000005245188,0.004240981],"genre_scores_gemma":[0.992223,0.000004706961,0.0003404792,0.00711292,0.0001883688,0.000006627997,0.0000177636,0.00001229109,0.00009382361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.461427,"threshold_uncertainty_score":0.9055278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0978893342598798,"score_gpt":0.2979926190712314,"score_spread":0.2001032848113516,"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."}}