{"id":"W4407046938","doi":"10.1002/cam4.70529","title":"Impact of a Nurse Navigator Program on Referral Rates and Use of Fertility Preservation Among Female Cancer Patients: A 14‐Year Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Referral; Retrospective cohort study; Medicine; Fertility; Fertility preservation; Cohort; Cancer; Family medicine; Cohort study; Demography; Gynecology; Obstetrics; Population; Environmental health; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004312971,0.000190934,0.000741628,0.0001045266,0.00004662473,0.000002963188,0.00006787271,0.0001121167,0.0001143923],"category_scores_gemma":[0.001414713,0.0001230632,0.00006827153,0.0004296853,0.0007098916,0.0001378357,0.00003080623,0.0002588165,1.849413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000373,"about_ca_system_score_gemma":0.0001976893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006154656,"about_ca_topic_score_gemma":0.0002383048,"domain_scores_codex":[0.9984016,0.0001416329,0.0004615928,0.0005363864,0.0002750955,0.0001837119],"domain_scores_gemma":[0.9980755,0.00007597917,0.0002386993,0.0004981374,0.001017152,0.00009454641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01141996,0.001906983,0.9805364,0.0001699297,0.0006042485,0.000001181595,0.001105973,0.000002512051,0.0006478786,0.000006705831,0.0004989459,0.003099267],"study_design_scores_gemma":[0.003339333,0.006324521,0.9878141,0.0006757179,0.000373513,1.112088e-7,0.0002540195,0.00003419897,0.001043008,0.00003800306,0.00002711366,0.00007638621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953453,0.0005731556,0.000002089999,0.000239013,0.0002550934,0.00329236,0.00006405174,0.00003120502,0.0001977175],"genre_scores_gemma":[0.9989893,0.00007190419,0.00001460693,0.000049811,0.00007604876,0.0004617775,0.0000411887,0.00001017716,0.0002851857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008080625,"threshold_uncertainty_score":0.9304041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864058079072533,"score_gpt":0.4001727745172594,"score_spread":0.361532193726534,"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."}}