{"id":"W2486861007","doi":"10.1245/s10434-016-5423-9","title":"Oncofertility Knowledge, Attitudes, and Practices of Canadian Breast Surgeons","year":2016,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; CReATe Fertility Centre; Sunnybrook Hospital; Mount Sinai Hospital; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Oncofertility; Fertility preservation; Medicine; Referral; Family medicine; Fertility; Reproductive medicine; Breast cancer; Gynecology; Cancer; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080931,0.0001875208,0.0002202541,0.001471365,0.003531962,0.001444337,0.0008267995,0.0006955459,0.007752066],"category_scores_gemma":[0.006503644,0.000271676,0.0003948511,0.002331006,0.001179585,0.0005624946,0.000929985,0.0009488725,0.0004074721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459339,"about_ca_system_score_gemma":0.02729532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9651425,"about_ca_topic_score_gemma":0.9822009,"domain_scores_codex":[0.9987873,0.0001004751,0.00006411885,0.00008762102,0.0004533382,0.0005071822],"domain_scores_gemma":[0.9950888,0.0007285475,0.0009699265,0.00006930949,0.001567583,0.001575939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000088064,0.0001253467,0.9680624,0.00006662785,0.00002697838,0.0001586052,0.01419362,0.00006525285,0.00015147,0.0002264169,0.004158762,0.01267649],"study_design_scores_gemma":[0.00001213614,0.00005753995,0.9572473,0.0001658766,0.00002168897,0.0001842186,0.03556395,0.0001264745,0.00007990254,0.00007126435,0.006443131,0.00002649731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864255,0.0006634791,0.00002843924,0.002388163,0.00003596494,0.00002305203,0.0009017092,0.000003688019,0.009529972],"genre_scores_gemma":[0.995496,0.0008382855,0.00007407392,0.0006327935,0.00001698852,0.00001311863,0.0003697587,0.000003992002,0.002554992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03485745,"threshold_uncertainty_score":0.1058829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178512277856485,"score_gpt":0.4227109590739013,"score_spread":0.3048597312882527,"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."}}