{"id":"W1987774434","doi":"10.1118/1.2259819","title":"Investigation of tilted dose kernels for portal dose prediction in a-Si electronic portal imagers","year":2006,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"CancerCare Manitoba Foundation","keywords":"Dosimetry; Medical imaging; Medical physics; Nuclear medicine; Medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001874674,0.000478726,0.0004521876,0.0003213789,0.0001471758,0.0006538673,0.0007149772,0.0004804811,0.0004988475],"category_scores_gemma":[0.007670704,0.0004016181,0.0003900948,0.000381995,0.0002153449,0.0004583893,0.000536577,0.0004542445,0.000143287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000738797,"about_ca_system_score_gemma":0.00071332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003115695,"about_ca_topic_score_gemma":0.001814086,"domain_scores_codex":[0.9990926,0.0003548216,0.0000737374,0.00008014485,0.0003428104,0.00005593731],"domain_scores_gemma":[0.9956099,0.002703773,0.0004874917,0.0004629627,0.000633021,0.0001028664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005752802,0.0001182931,0.009949299,0.00009925746,0.00005361176,0.0001392073,0.0002075428,0.9180798,0.03252498,0.001470745,0.0001977518,0.03658428],"study_design_scores_gemma":[0.000008403681,0.00006775502,0.001790789,0.000007095882,0.000008190086,0.00004867178,0.00001200173,0.9850368,0.01279614,0.0001017886,0.0001129354,0.00000948249],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5013848,0.0001960458,0.4948903,0.00006731418,0.00001253396,0.00006349034,0.00009016709,0.002193875,0.001101517],"genre_scores_gemma":[0.9102275,0.00006112603,0.08923174,0.00001714246,0.000002228719,0.00001559129,0.00007496685,0.0001694558,0.0002000474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003115695,"threshold_uncertainty_score":0.009914339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009543871884379239,"score_gpt":0.2347599714730195,"score_spread":0.2252160995886403,"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."}}