{"id":"W4372271951","doi":"10.1089/jayao.2023.0030","title":"Development and Validation of an Indicator for Oncofertility Care in Ontario, Canada, for Adolescents and Young Adults with Cancer","year":2023,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Fertility; Oncofertility; Specialty; Family medicine; Population; Demography; Fertility preservation; Cohort; Health care; Young adult; Retrospective cohort study; Pediatrics; Gerontology; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00642647,0.0004349998,0.0005533875,0.003534447,0.002063958,0.001807503,0.002274671,0.0005005856,0.001527543],"category_scores_gemma":[0.01768599,0.0003726555,0.0009538003,0.005187377,0.0008253763,0.0007001267,0.0018159,0.0007834295,0.0002804125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03720136,"about_ca_system_score_gemma":0.05498889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613872,"about_ca_topic_score_gemma":0.9783741,"domain_scores_codex":[0.995529,0.0005305638,0.0005569871,0.0004179111,0.002361474,0.0006042009],"domain_scores_gemma":[0.9786396,0.001248246,0.004516446,0.0004338267,0.01359885,0.001563029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003656328,0.00002103735,0.9898531,0.00008776622,0.00003530419,0.00001161949,0.0003729917,0.0001707265,0.00004395693,0.00008039078,0.002080293,0.007206156],"study_design_scores_gemma":[0.000007595519,0.00002737196,0.9962158,0.00006817446,0.00002379714,0.00001291452,0.0004341246,0.0007990985,0.00007389562,0.00002244675,0.002307277,0.000007454883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932864,0.002151148,0.004750442,0.002064934,0.0001633113,0.002527392,0.03806353,0.0002451158,0.01716996],"genre_scores_gemma":[0.9750026,0.000695485,0.009702251,0.0002269765,0.0000294588,0.0009980045,0.01162971,0.00002912684,0.001686352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03861278,"threshold_uncertainty_score":0.269916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034372139301989,"score_gpt":0.2965392958416572,"score_spread":0.2761955744486373,"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."}}