{"id":"W2486273609","doi":"10.13034/jsst.v9i1.147","title":"Proton Therapy: A New Tool for Treating Cancer","year":2016,"lang":"fr","type":"article","venue":"Journal of Student Science and Technology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiation therapy; Cancer; Physics; Proton therapy; Cancer research; Nuclear medicine; Proton; Medicine; Nuclear physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093457,0.0001055787,0.0002751574,0.0005452011,0.0001700616,0.00003661245,0.0002666693,0.0001281929,0.0001095163],"category_scores_gemma":[0.0003450093,0.00005949851,0.00005099686,0.0007512576,0.0006812926,0.0003549948,0.00003353165,0.0001350197,0.000003181984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002285185,"about_ca_system_score_gemma":0.001015716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008909766,"about_ca_topic_score_gemma":0.000001686397,"domain_scores_codex":[0.998707,0.00001252298,0.0003736644,0.0001712783,0.0004077055,0.0003278513],"domain_scores_gemma":[0.9988069,0.0001098682,0.0003700521,0.000122855,0.0004667215,0.0001236023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001165641,0.0001090709,0.2047012,0.00001811365,0.00006461451,0.000008349873,0.0002717775,4.556453e-7,0.09578688,0.002136504,0.0006409737,0.6961455],"study_design_scores_gemma":[0.02298062,0.01330178,0.1485316,0.003129687,0.0002771571,0.0007688651,0.002017449,0.00009352231,0.461866,0.01342514,0.3331471,0.0004610991],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8827357,0.0410869,0.00130033,0.07317558,0.001002988,0.0006168766,0.000002759236,0.00001288552,0.00006594927],"genre_scores_gemma":[0.9691355,0.02447444,0.00130212,0.0006054663,0.001005548,0.00003683488,3.130213e-8,0.00001031549,0.003429753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6956844,"threshold_uncertainty_score":0.2510251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276096433342763,"score_gpt":0.3653774168811338,"score_spread":0.3426164525477062,"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."}}