{"id":"W2092308637","doi":"10.1088/0031-9155/54/4/006","title":"Effects of glycerol co-solvent on the rate and form of polymer gel dose response","year":2009,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; BC Cancer Agency; University of Victoria","funders":"Stiftelsen för Kunskaps- och Kompetensutveckling","keywords":"Dosimeter; Polymer; Solvent; Materials science; Solubility; Dissolution; Aqueous solution; Monomer; Analytical Chemistry (journal); Dosimetry; Chemistry; Chromatography; Organic chemistry; Nuclear medicine; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005341272,0.0006747529,0.0002743186,0.0002906687,0.0001346178,0.0004896967,0.0002655661,0.0003455906,0.00132712],"category_scores_gemma":[0.001861521,0.0002262419,0.0002493295,0.0003378093,0.0003340314,0.0004037372,0.0003396372,0.0004707375,0.0003150759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002924842,"about_ca_system_score_gemma":0.0003311984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141077,"about_ca_topic_score_gemma":0.001753315,"domain_scores_codex":[0.9994813,0.0001331211,0.00005323422,0.0001062235,0.0001370873,0.00008899926],"domain_scores_gemma":[0.9977915,0.00129672,0.0004744791,0.0001291432,0.0002229968,0.0000851423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004189434,0.00004815825,0.0005522217,0.00009748844,0.00001648518,0.0000849502,0.00009066502,0.0004531461,0.9953922,0.00003102748,0.00003431058,0.002780315],"study_design_scores_gemma":[0.000003055345,0.0002429387,0.001484049,0.000005148204,0.00001278581,0.00002959003,0.00002743705,0.0004155425,0.9974827,0.000006473831,0.0002842238,0.000005889669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938746,0.001632329,0.002408842,0.00007626181,0.00002552573,0.00006120333,0.0003000376,0.0001198809,0.001501328],"genre_scores_gemma":[0.9939126,0.001033896,0.003351473,0.0000689064,0.000009672097,0.00005537778,0.0001830845,0.0001020929,0.00128283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00141077,"threshold_uncertainty_score":0.004439712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564333068004568,"score_gpt":0.3733582114756128,"score_spread":0.3277148807955671,"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."}}