{"id":"W2922314437","doi":"10.1186/s12913-019-3901-z","title":"An evaluation of oncofertility decision support resources among breast cancer patients and health care providers","year":2019,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Women's College Hospital; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Cancer Society Research Institute","keywords":"Oncofertility; Fertility preservation; Medicine; Thematic analysis; Information needs; Fertility; Family medicine; Reproductive medicine; Qualitative research; Gynecology; Nursing; Population; Pregnancy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008782852,0.0001318753,0.0004394713,0.0002013365,0.0002323482,0.00001584246,0.0001697454,0.0001388965,0.0002385526],"category_scores_gemma":[0.00005830464,0.0001018506,0.00003898315,0.0003501568,0.0002049039,0.0002361604,0.0001024086,0.0003508691,0.00001420995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006458387,"about_ca_system_score_gemma":0.002449891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263314,"about_ca_topic_score_gemma":0.005132395,"domain_scores_codex":[0.9952508,0.001503645,0.0005614015,0.0007630022,0.001397017,0.0005241933],"domain_scores_gemma":[0.9962096,0.0001213838,0.0002112905,0.0007116943,0.002317166,0.0004288721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004222929,0.0002805848,0.9195958,0.003443675,0.00001199021,1.10429e-7,0.008265438,0.000005710366,0.00004593761,7.94396e-7,0.00003362808,0.06409343],"study_design_scores_gemma":[0.001744074,0.001902633,0.9882247,0.0003786481,0.000009716859,0.000001350671,0.006367771,0.001030949,0.00009917228,0.0000335706,0.0001431131,0.00006423023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993574,0.002202133,0.000002455471,0.0005569583,0.000107541,0.003305062,0.00007682132,0.00002001811,0.0001550037],"genre_scores_gemma":[0.9990098,0.000134365,0.0001515256,0.0003712185,0.0000724027,0.00008254427,0.0001386387,0.0000143007,0.00002515664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.068629,"threshold_uncertainty_score":0.9939418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07560276917928273,"score_gpt":0.4750446656983625,"score_spread":0.3994418965190798,"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."}}