{"id":"W2167680066","doi":"10.1093/ije/29.5.826","title":"Clues to the aetiological heterogeneity of testicular seminomas and non-seminomas: time trends and age-period-cohort effects","year":2000,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Etiology; Period (music); Medicine; Cohort; Demography; Cohort study; Cohort effect; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005993927,0.0001354024,0.0005379767,0.0001124871,0.00003177827,0.000007195826,0.00013315,0.00008416567,0.0001839949],"category_scores_gemma":[0.001794661,0.00007692205,0.0001518739,0.00005497474,0.0001961723,0.00003768509,0.00004969139,0.0001293243,0.00001272305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003794448,"about_ca_system_score_gemma":0.00002680621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002761595,"about_ca_topic_score_gemma":0.000001854223,"domain_scores_codex":[0.9987971,0.0001967769,0.0005108921,0.0001827214,0.000155771,0.0001567884],"domain_scores_gemma":[0.9982632,0.001035424,0.0002279409,0.0001278111,0.0001369266,0.000208701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003940608,0.0001900527,0.9220957,0.00001283907,0.0007290638,0.0007801526,0.00006401268,0.00004779827,0.00119714,0.00005246546,0.00104527,0.07339144],"study_design_scores_gemma":[0.0009795973,0.00100564,0.9923823,0.0001186246,0.0002800061,0.002580516,0.000003713991,0.0003399354,0.0001932875,0.000262799,0.001791453,0.00006216771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923382,0.003569789,0.0001106295,0.003424192,0.0001111059,0.0001216201,0.00001797334,0.000005584494,0.0003008502],"genre_scores_gemma":[0.9954828,0.0003631705,0.00257404,0.001155775,0.0002214175,0.000007086958,0.00001873724,0.000007364928,0.0001695978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07332928,"threshold_uncertainty_score":0.313679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017525797474648,"score_gpt":0.3315472153445709,"score_spread":0.3140214178699229,"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."}}