{"id":"W4280568223","doi":"10.3332/ecancer.2022.1388","title":"Awareness and practices of Arab oncologists towards oncofertility in young women with cancer","year":2022,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Oncofertility; Fertility preservation; Medicine; Fertility; Ovarian tissue cryopreservation; Family medicine; Gynecology; Cancer; Demographics; Population; Demography; Internal medicine; Environmental health","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":[0.00118492,0.0001123728,0.0001431429,0.0004573026,0.0008191234,0.0005858205,0.0001882079,0.0004486306,0.002356734],"category_scores_gemma":[0.00405433,0.0001592948,0.0001706847,0.0003807621,0.0004572298,0.0005208272,0.0005102929,0.0003891785,0.0002049006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378817,"about_ca_system_score_gemma":0.0009274177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054182,"about_ca_topic_score_gemma":0.01619504,"domain_scores_codex":[0.9994923,0.0002458644,0.00004075968,0.00003385444,0.00008342655,0.0001038352],"domain_scores_gemma":[0.9974153,0.0008990371,0.0009274938,0.00003896283,0.0002434051,0.0004757451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009976068,0.0001388543,0.886939,0.0004754254,0.00002341885,0.001247684,0.07572064,0.00005256693,0.001179353,0.0001324335,0.002199628,0.03179117],"study_design_scores_gemma":[0.00002350165,0.0006448388,0.6776527,0.001183326,0.00004818952,0.00409483,0.3046032,0.0001961829,0.0003839806,0.0001287954,0.01100258,0.00003789342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996177,0.001152828,0.00003599878,0.0009692826,0.00002385786,0.0000155898,0.0000456086,0.000002436894,0.001577387],"genre_scores_gemma":[0.9971323,0.001766519,0.000139706,0.0004649381,0.00001594558,0.00002010667,0.00003450818,0.000001031646,0.0004250044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054182,"threshold_uncertainty_score":0.02096093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262111570362562,"score_gpt":0.3849935299241668,"score_spread":0.3423724142205412,"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."}}