{"id":"W4206581922","doi":"10.1007/s10967-021-08143-7","title":"A normoxic acrylic acid polymer gel for dosimetery in radiation therapy","year":2022,"lang":"en","type":"article","venue":"Journal of Radioanalytical and Nuclear Chemistry","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Hashemite University","keywords":"Relaxometry; Dosimeter; Acrylic acid; Dosimetry; Irradiation; Polymer; Proton NMR; Monomer; Materials science; Chemistry; Nuclear chemistry; Analytical Chemistry (journal); Radiochemistry; Chromatography; Nuclear medicine; Magnetic resonance imaging; Organic chemistry; Medicine; Composite material; Radiology; Spin echo","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":[0.0002872337,0.0002750994,0.0001610662,0.0002897111,0.0002230856,0.0002171037,0.0002211455,0.000360716,0.001360286],"category_scores_gemma":[0.0002417933,0.0001618026,0.00013564,0.0001274581,0.0002525171,0.0003020513,0.0002092255,0.000425408,0.0002502922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310243,"about_ca_system_score_gemma":0.0002482656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002409631,"about_ca_topic_score_gemma":0.0003690953,"domain_scores_codex":[0.9998689,0.00003026383,0.000008585602,0.00002760419,0.00004198817,0.00002265846],"domain_scores_gemma":[0.9998498,0.00003891367,0.00004034464,0.00001742386,0.00002341134,0.00003023896],"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":[0.000159963,0.00002841121,0.00007035853,0.00009148311,0.000003794402,0.00003929401,0.00001853367,0.0001199887,0.9966044,0.0001256418,0.00005223643,0.002685857],"study_design_scores_gemma":[0.00001127116,0.0005005859,0.0005326484,0.00001156477,0.00001708651,0.0001299757,0.00001240165,0.0002904168,0.9967126,0.00003033684,0.001746324,0.000004742445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705251,0.008653837,0.01451774,0.0002247608,0.0002467408,0.0001444421,0.0002210151,0.0002795353,0.005186717],"genre_scores_gemma":[0.9875765,0.001550808,0.008120809,0.00006288334,0.00002713862,0.00004207503,0.00008912909,0.0000452765,0.002485401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001360286,"threshold_uncertainty_score":0.004550636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007407922458922244,"score_gpt":0.248702809218994,"score_spread":0.2412948867600717,"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."}}