{"id":"W4416401078","doi":"10.1186/s12978-025-02182-z","title":"Reproductive autonomy of women living with multiple myeloma participating in a pregnancy prevention program","year":2025,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; McMaster University; Ottawa Hospital; University of Alberta; Centre for Global Health Research","funders":"Bristol-Myers Squibb Canada; Bristol-Myers Squibb","keywords":"Reproductive medicine; Pregnancy; Socioeconomic status; Autonomy; Reproductive health; Family planning; Qualitative research; Public health","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":[0.001250181,0.0002083346,0.000646461,0.000344132,0.0001142292,0.0000124287,0.00007970326,0.00005349731,0.00004948607],"category_scores_gemma":[0.002147192,0.0001696618,0.00006373045,0.001017565,0.0001464992,0.0001705955,0.00008562048,0.0002820204,0.000008678866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730031,"about_ca_system_score_gemma":0.002029397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007984384,"about_ca_topic_score_gemma":0.0001517511,"domain_scores_codex":[0.9968371,0.0003465199,0.0005949032,0.001083895,0.0003150143,0.0008225931],"domain_scores_gemma":[0.9981231,0.0001524634,0.0002984018,0.0009098822,0.0003108945,0.0002052336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007767742,0.002852911,0.6834261,0.001198366,0.0002699323,0.00001284331,0.007738675,0.00004160594,0.0002789225,0.0001127433,0.00002810636,0.303263],"study_design_scores_gemma":[0.002879072,0.003224425,0.9817168,0.00450691,0.00002403626,0.00001394129,0.001928948,0.0004574215,0.004603578,0.0001404973,0.0003779746,0.0001264617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903033,0.001227478,0.000315201,0.001311911,0.00006075321,0.004720314,0.000005058925,0.0000941734,0.001961754],"genre_scores_gemma":[0.9833781,0.0000559876,0.009545288,0.00002679262,0.00006903627,0.004795454,0.00001383623,0.00002455794,0.002090966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3031365,"threshold_uncertainty_score":0.6918609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168510758726506,"score_gpt":0.3878500999457908,"score_spread":0.3461649923585258,"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."}}