{"id":"W1033461596","doi":"10.20381/ruor-16230","title":"Logistic regression for the modeling of low-dose radiation effects.","year":2000,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Statistics; Low Dose Radiation; Econometrics; Medicine; Mathematics; Internal medicine; Dose–response relationship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01582639,0.002089341,0.001718968,0.002404604,0.000845757,0.002287605,0.004349211,0.00283634,0.008607577],"category_scores_gemma":[0.03537991,0.001050985,0.002971582,0.003390312,0.001461079,0.00204341,0.002135788,0.005830031,0.004679899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539386,"about_ca_system_score_gemma":0.002434472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453035,"about_ca_topic_score_gemma":0.0115899,"domain_scores_codex":[0.9941695,0.004035493,0.0002285513,0.0005600259,0.0008014617,0.0002050114],"domain_scores_gemma":[0.9764848,0.0192423,0.001971902,0.0008527413,0.001229992,0.0002183063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001781934,0.0001573535,0.008758148,0.000994414,0.0007438972,0.0004287384,0.0004558389,0.6263876,0.001349622,0.2464087,0.02299561,0.09114189],"study_design_scores_gemma":[0.00002625752,0.0001236112,0.001423092,0.0001699428,0.0001005805,0.000150629,0.00006903962,0.8464869,0.0004314302,0.1174439,0.03351364,0.00006107677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003448032,0.00464701,0.9829779,0.00177271,0.0003053308,0.000241361,0.001195988,0.001018997,0.004392691],"genre_scores_gemma":[0.2074375,0.01949448,0.712695,0.002200563,0.001540508,0.004004337,0.00462054,0.001681323,0.04632581],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01582639,"threshold_uncertainty_score":0.08369893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004849931378811971,"score_gpt":0.1677270136116928,"score_spread":0.1628770822328808,"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."}}