{"id":"W3008253729","doi":"10.1016/j.fertnstert.2019.09.033","title":"Impact of extent and biochemical parameters of lymphoma on fertility preservation outcome","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Fertility preservation; Fertility; Medicine; Logistic regression; Ovary; Lymphoma; Stage (stratigraphy); Internal medicine; Retrospective cohort study; Andrology; Oncology; Biology; Gynecology; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004453729,0.0001484994,0.0003299023,0.0003210941,0.0001353727,0.0004181786,0.0001603165,0.0001560157,0.00222228],"category_scores_gemma":[0.001208025,0.00005115086,0.0002911424,0.0002571773,0.0002698306,0.0003407099,0.0002378996,0.00040645,0.0001790894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209827,"about_ca_system_score_gemma":0.0003599824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006858903,"about_ca_topic_score_gemma":0.001126366,"domain_scores_codex":[0.9997529,0.00007634598,0.00001682977,0.00003559476,0.0000578591,0.00006055352],"domain_scores_gemma":[0.9993109,0.0002414641,0.0001549978,0.00004996584,0.00005819795,0.0001844525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03066843,0.001239417,0.8127016,0.000127166,0.0004582221,0.0007887346,0.0002150668,0.001436325,0.03059349,0.0003672568,0.0003614167,0.121043],"study_design_scores_gemma":[0.00006358091,0.005377925,0.9863867,0.00002891802,0.0003170214,0.0008860233,0.0002356422,0.0005267412,0.004097667,0.0002734118,0.00179268,0.00001362991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945676,0.002423985,0.000252485,0.0001176177,0.00002591976,0.00001265842,0.0001054843,0.000009560698,0.002484744],"genre_scores_gemma":[0.9991072,0.0002244062,0.00004417544,0.00002064152,0.000022064,0.000003319753,0.00007116258,0.000002147223,0.0005050176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00222228,"threshold_uncertainty_score":0.007434249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0838084792660503,"score_gpt":0.3338315097432035,"score_spread":0.2500230304771532,"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."}}