{"id":"W3009151909","doi":"10.1097/hp.0000000000001235","title":"Exposure Levels and Medical Radiation Workers in Canada","year":2020,"lang":"en","type":"letter","venue":"Health Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Radiation protection; Medical radiation; Environmental health; Political science; Medicine; Nuclear medicine; Medical physics","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":[0.0006077996,0.0001417902,0.0002785584,0.0007835675,0.00516651,0.001092435,0.0008115871,0.003497123,0.005156237],"category_scores_gemma":[0.002715054,0.0002475364,0.0003357342,0.001782392,0.0007724948,0.0002779329,0.0005208413,0.002478657,0.0004553565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02918505,"about_ca_system_score_gemma":0.03768186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831754,"about_ca_topic_score_gemma":0.9931104,"domain_scores_codex":[0.9989197,0.00007691216,0.0000713292,0.00006918654,0.0005280047,0.0003348741],"domain_scores_gemma":[0.9971439,0.0003998332,0.0001974435,0.00003538607,0.001517911,0.0007054686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004528826,0.0002710193,0.4996176,0.0002350544,0.00006573245,0.007770022,0.004389416,0.0007168176,0.001629407,0.004820563,0.4148901,0.06514142],"study_design_scores_gemma":[0.0001069271,0.0002024938,0.7268127,0.0008532721,0.0001293096,0.004436212,0.01504287,0.001662962,0.000946803,0.002910407,0.2467361,0.0001600044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3012304,0.01666333,0.0003535222,0.5595047,0.002894153,0.00008530337,0.00295186,0.00007715518,0.1162395],"genre_scores_gemma":[0.8359655,0.007488455,0.0004075182,0.1130806,0.00113112,0.00003657165,0.0005637667,0.00003627998,0.04129027],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02918505,"threshold_uncertainty_score":0.2117534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200224796916343,"score_gpt":0.2983407161324499,"score_spread":0.2663384681632864,"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."}}