{"id":"W4379093377","doi":"10.1080/08880018.2023.2218444","title":"Barriers to Accessing Fertility Preservation in Adolescents with Hodgkin Lymphoma in India","year":2023,"lang":"en","type":"article","venue":"Pediatric Hematology and Oncology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Fertility; Fertility preservation; Lymphoma; Family medicine; Gynecology; Pathology; Environmental health; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004096137,0.0001121143,0.0003726686,0.0004779188,0.00004911108,0.00000670141,0.00007734993,0.0002611425,0.000009987411],"category_scores_gemma":[0.001717293,0.00009714116,0.00001506698,0.000995368,0.00005681548,0.00009139832,0.0001063638,0.0001817952,0.00002123314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014718,"about_ca_system_score_gemma":0.0003642849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001977158,"about_ca_topic_score_gemma":0.0004859568,"domain_scores_codex":[0.9988292,0.0001328716,0.000279589,0.0002972166,0.0001005915,0.0003605359],"domain_scores_gemma":[0.9992638,0.0002529522,0.00005892241,0.0001314321,0.00003011126,0.00026284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007713698,0.00008431833,0.9924114,0.000160214,0.000003802937,0.0006773894,0.0004635028,0.00001726041,0.000005169902,0.0000665962,0.000201185,0.005137737],"study_design_scores_gemma":[0.002764997,0.000337658,0.9957225,0.00009566543,0.00002675629,0.00007987248,0.0001776128,0.0003502428,0.00004411387,0.0001909607,0.0001156654,0.00009394018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974698,0.0002870953,0.00007967417,0.001204623,0.00008516665,0.0003224447,0.000002651515,0.00006082379,0.0004876669],"genre_scores_gemma":[0.9987046,0.00007796221,0.0002924124,0.0007833058,0.00004879793,0.00005773269,0.00001160518,0.000009678231,0.00001387356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005043797,"threshold_uncertainty_score":0.3961302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091299816883177,"score_gpt":0.3154045388833938,"score_spread":0.2944915407145621,"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."}}