{"id":"W4281835206","doi":"10.1200/jco.2022.40.16_suppl.e22027","title":"The implementation of fertility guidelines and impact on the rate of pre-therapy fertility risk discussions in pediatric oncology: A retrospective cohort study.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Guideline; Fertility; Cohort; Retrospective cohort study; Cohort study; Family medicine; Gynecology; Population; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002282309,0.0002727695,0.0004442343,0.0008453146,0.0005440623,0.0008829698,0.00062059,0.0005576868,0.002044362],"category_scores_gemma":[0.007458083,0.0004967331,0.0009389043,0.001526974,0.0002883273,0.001059848,0.0007107025,0.0008533957,0.0002770234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005091774,"about_ca_system_score_gemma":0.0008060929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004921439,"about_ca_topic_score_gemma":0.005737004,"domain_scores_codex":[0.9981693,0.0004102324,0.0002602357,0.0004030525,0.0004349669,0.0003222805],"domain_scores_gemma":[0.9936864,0.001543525,0.003316199,0.0005204733,0.0004843082,0.0004491633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001212985,0.00003568352,0.9990413,0.00001031333,0.00003995694,0.0000391699,0.00008256939,0.00001045391,0.00002676222,0.000009314364,0.00006508824,0.0005180397],"study_design_scores_gemma":[0.00001354131,0.0003927408,0.9982648,0.00001737211,0.00006263534,0.0003273686,0.0004589859,0.0001037872,0.00004385904,0.000009724869,0.0002986504,0.000006433401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984137,0.000350978,0.0001018616,0.00002590348,0.000008025841,0.00004871961,0.0006952407,0.000003055197,0.0003525504],"genre_scores_gemma":[0.998942,0.0001562594,0.0001051435,0.00003905389,0.000009292572,0.00007791186,0.0005324769,0.000004690668,0.0001332786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004921439,"threshold_uncertainty_score":0.01207012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245457445055988,"score_gpt":0.5244038733204872,"score_spread":0.3998581288148884,"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."}}