{"id":"W4405341702","doi":"10.1002/ajim.23678","title":"Respiratory Ill‐Health and Welding Exposures: A Canadian Cohort Study","year":2024,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Physicians and Surgeons of Ontario; University of Alberta; University of Calgary","funders":"WorkSafe Victoria; Government of Alberta","keywords":"Medicine; Asthma; COPD; Wheeze; Chronic bronchitis; Bronchitis; Cohort; Cohort study; Internal medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000877774,0.0005795407,0.0006611982,0.001380568,0.002957714,0.001387015,0.001360677,0.0008123419,0.00282342],"category_scores_gemma":[0.001259947,0.0005898353,0.0009647351,0.005500516,0.0005778628,0.0004364153,0.0008169003,0.0008041657,0.0003098956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01657529,"about_ca_system_score_gemma":0.01964133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991899,"about_ca_topic_score_gemma":0.993767,"domain_scores_codex":[0.9989471,0.00006112919,0.00004992342,0.0002358821,0.0003812414,0.0003248382],"domain_scores_gemma":[0.99897,0.0000372134,0.0001756326,0.00007111611,0.0004772616,0.0002687474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002124557,0.00006218424,0.9899031,0.0001173319,0.0002881222,0.0002468006,0.00081237,0.0001341617,0.000434397,0.0001884439,0.002888333,0.004712415],"study_design_scores_gemma":[0.0000231037,0.00002862659,0.997623,0.00004900934,0.0001042074,0.00006805903,0.0003828755,0.0001690842,0.00003611731,0.00002875368,0.001471747,0.00001547094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759305,0.00288774,0.0003247403,0.000669634,0.00004125623,0.0001960886,0.0158758,0.00002221353,0.004052009],"genre_scores_gemma":[0.9918178,0.001761284,0.0003969318,0.0001916753,0.00001385736,0.00006259397,0.004051732,0.000008316814,0.001695769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657529,"threshold_uncertainty_score":0.1202627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599001846846227,"score_gpt":0.3409793053880405,"score_spread":0.2949892869195782,"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."}}