{"id":"W2051454715","doi":"10.1118/1.3182280","title":"MO‐FF‐A1‐04: Toward a True Real‐Time in Vivo Dosimetry System Using Plastic Scintillators","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Detector; Scintillator; Dosimetry; Imaging phantom; Physics; Calibration; Ionization chamber; Optics; Noise (video); Scintillation; Particle detector; Dosimeter; Dose profile; Nuclear medicine; Materials science; Radiation; Ionization; Computer science; Medicine","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":[0.00195599,0.0005542918,0.0003869392,0.0005951784,0.0002237523,0.001015689,0.001157351,0.0009630595,0.002086433],"category_scores_gemma":[0.001461971,0.0004530155,0.0002458041,0.0004680509,0.0005363428,0.0006838298,0.0005721481,0.0005477985,0.0007329209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006215977,"about_ca_system_score_gemma":0.0006112316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077841,"about_ca_topic_score_gemma":0.001079196,"domain_scores_codex":[0.9992496,0.0001687016,0.00003323864,0.000201222,0.0003020092,0.00004518895],"domain_scores_gemma":[0.9991813,0.0002550924,0.0001623024,0.0001098102,0.0002292116,0.0000622838],"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":[0.0004166374,0.00007895692,0.003913217,0.0002453249,0.00003623343,0.0000865112,0.00008420309,0.001553037,0.9542572,0.0008651979,0.000764072,0.03769923],"study_design_scores_gemma":[0.0000612213,0.000781247,0.009956812,0.00003438878,0.00006496757,0.001133259,0.00002219055,0.02010022,0.9517004,0.000148177,0.01594069,0.00005639411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4342638,0.00321388,0.5536134,0.0005155288,0.0001375831,0.0003109874,0.0004982933,0.004682234,0.002764283],"genre_scores_gemma":[0.4448533,0.0009479087,0.5474199,0.0003710825,0.00006561737,0.0002393632,0.0004783376,0.0002973698,0.005327227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002086433,"threshold_uncertainty_score":0.01034439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931075756010514,"score_gpt":0.2762523084190299,"score_spread":0.2669415508589248,"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."}}