{"id":"W7071462935","doi":"","title":"Scoping Review of the current literature on ground-based models investigating effects of whole-body Cosmic Radiaton exposure.","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Current (fluid); COSMIC cancer database; Term (time); Component (thermodynamics); Field (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.009818157,0.00170502,0.005460688,0.01907097,0.001006628,0.00372736,0.002809307,0.002837992,0.01524463],"category_scores_gemma":[0.03572223,0.0008755232,0.005973851,0.01644769,0.0009191197,0.00278156,0.002323196,0.001460284,0.002365481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003355086,"about_ca_system_score_gemma":0.01783238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006582013,"about_ca_topic_score_gemma":0.01401029,"domain_scores_codex":[0.9944969,0.001271541,0.002327166,0.0003864705,0.001330029,0.0001878916],"domain_scores_gemma":[0.9675261,0.02253109,0.005205075,0.0006846171,0.003736776,0.0003163742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00012459,0.00003556312,0.000395467,0.8997063,0.001385803,0.0002442154,0.000262937,0.0001488441,0.000376502,0.0007951992,0.007423171,0.08910131],"study_design_scores_gemma":[0.00003691622,0.0001086194,0.001094847,0.9115564,0.006700454,0.000307836,0.0002666979,0.00005147184,0.0002083415,0.0006235805,0.07902365,0.00002103954],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005594817,0.9931958,0.0005969363,0.0007797853,0.000416965,0.0009578904,0.001600038,0.00003397561,0.001859165],"genre_scores_gemma":[0.002768771,0.9931115,0.0007826629,0.0007506895,0.0001574202,0.00115273,0.0007917551,0.00001117658,0.0004733623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01907097,"threshold_uncertainty_score":0.05192399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763014675831247,"score_gpt":0.2888035604232024,"score_spread":0.27117341366489,"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."}}