{"id":"W1968838881","doi":"10.1088/1742-6596/56/1/011","title":"Review of recent advances in non gel dosimeters","year":2006,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Dosimeter; Dosimetry; Medical physics; Radiochemistry; Nuclear medicine; Medicine; Chemistry","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":[0.001943628,0.000925194,0.001820811,0.003248992,0.0004058586,0.001329247,0.001497668,0.001150736,0.005443461],"category_scores_gemma":[0.002208893,0.0007283151,0.0008743448,0.00324234,0.0005096933,0.002228383,0.0008893781,0.001640007,0.003185006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686598,"about_ca_system_score_gemma":0.001087575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009223722,"about_ca_topic_score_gemma":0.001231517,"domain_scores_codex":[0.9991265,0.0001850506,0.0001109244,0.0001903495,0.0003453898,0.00004186019],"domain_scores_gemma":[0.9978439,0.001250838,0.0001970171,0.0000854268,0.0005567213,0.0000662021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000275095,0.0002042479,0.0004972731,0.0224184,0.0001497091,0.0003284539,0.0001146958,0.00097906,0.01923273,0.004064859,0.02057318,0.9311624],"study_design_scores_gemma":[0.00001789192,0.0003813108,0.001357803,0.001984131,0.000183577,0.001700885,0.00008188788,0.000319387,0.01342763,0.001682875,0.9788051,0.00005743351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005760265,0.9953513,0.001650076,0.0003890963,0.0004169811,0.00001135155,0.00005043823,0.00002998092,0.001524645],"genre_scores_gemma":[0.002496224,0.9908035,0.003082265,0.0006072034,0.0007195661,0.00002596816,0.0001273004,0.00002452698,0.002113336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005443461,"threshold_uncertainty_score":0.01821017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260448084687724,"score_gpt":0.2915886833039651,"score_spread":0.2789842024570879,"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."}}