{"id":"W2128119452","doi":"10.1007/s10815-015-0608-x","title":"Factors associated with the receipt of fertility preservation services along the decision-making pathway in young Canadian female cancer patients","year":2015,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; CReATe Fertility Centre","funders":"Partenariat Canadien Contre Le Cancer; University of Toronto; Women's College Hospital; Ovarian Cancer Canada","keywords":"Fertility; Fertility preservation; Receipt; Medicine; Referral; Family medicine; Reproductive medicine; Logistic regression; Gynecology; Demography; Cancer; Population; Environmental health; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001515414,0.00009479123,0.00022131,0.00009031875,0.0001033523,0.00001820333,0.00009627912,0.0000926826,0.000006436363],"category_scores_gemma":[0.001223528,0.00004455015,0.00004016716,0.0003144809,0.0001303274,0.0001378524,0.00002073027,0.0002625267,7.54349e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165607,"about_ca_system_score_gemma":0.0003330876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002675243,"about_ca_topic_score_gemma":0.07004158,"domain_scores_codex":[0.9987639,0.0002082256,0.0004092566,0.0002086773,0.0002884663,0.0001214607],"domain_scores_gemma":[0.9977334,0.00008291734,0.0004745529,0.0003026003,0.001321767,0.00008478182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009411678,0.0001080893,0.988447,0.00001628666,0.00008419318,9.897669e-7,0.002114033,0.0001587727,0.0002310878,4.861208e-7,0.0000621656,0.007835713],"study_design_scores_gemma":[0.0005574279,0.0002781677,0.9956701,0.0001578767,0.00006193051,0.000007770775,0.001523815,0.00004931081,0.001188321,0.00005667616,0.0004020863,0.00004651062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959737,0.001583885,0.00001259064,0.001694498,0.0004099915,0.0002447014,0.000006829639,0.000002920404,0.00007086498],"genre_scores_gemma":[0.9997096,0.00004935827,0.00004474738,0.00005186344,0.0000886943,0.000002479516,0.00000538604,0.000006124733,0.00004173721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06736634,"threshold_uncertainty_score":0.9469277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591125615660242,"score_gpt":0.3013476236916184,"score_spread":0.245436367535016,"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."}}