{"id":"W4231642754","doi":"10.1016/s1359-6349(05)81196-6","title":"901 PUBLICATION The preferred treatment for stage I seminoma: a survey of canadian radiation oncologists","year":2005,"lang":"en","type":"article","venue":"European Journal of Cancer Supplements","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Contraction (grammar); Anisotropy; Mechanics; Physics; Mathematics; Medicine; Optics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273238,0.00009337389,0.0002208161,0.0002786516,0.00006790327,0.00001987642,0.00009735538,0.00001747958,0.0004675351],"category_scores_gemma":[0.000143462,0.00005740842,0.0001929442,0.0002281248,0.00002493269,0.00008747918,0.000007827472,0.00007325402,0.000005165604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006075574,"about_ca_system_score_gemma":0.0005827778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.020594,"about_ca_topic_score_gemma":0.08272833,"domain_scores_codex":[0.9987853,0.0002681211,0.0004568097,0.00009524909,0.0002392337,0.0001553573],"domain_scores_gemma":[0.9987276,0.00004838439,0.0003778042,0.0001873099,0.0004867392,0.0001721811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007347001,0.000196329,0.4408181,0.00002528489,0.001256667,0.00001272279,0.001063636,0.0003301176,0.0003084322,0.000007898759,0.1944513,0.3607948],"study_design_scores_gemma":[0.002448037,0.0003567828,0.4715185,0.00001114281,0.0001180023,0.000008366004,0.00004581768,0.00002838347,0.0007896124,7.666029e-8,0.5246452,0.00003007755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748504,0.004197539,0.0009284419,0.01077998,0.001397801,0.001738733,0.001549158,0.00001579134,0.004542153],"genre_scores_gemma":[0.9959267,0.001403506,0.0002258686,0.0002644302,0.0003729982,0.00001053173,0.0002130088,0.00001847682,0.001564483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3607647,"threshold_uncertainty_score":0.9859279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.079393298864814,"score_gpt":0.3382556334251407,"score_spread":0.2588623345603267,"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."}}